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@inproceedings{DBLP:conf/tagml/AdilovaALDPEKK23,
author = {Linara Adilova and
Amr Abourayya and
Jianning Li and
Amin Dada and
Henning Petzka and
Jan Egger and
Jens Kleesiek and
Michael Kamp},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {{FAM:} Relative Flatness Aware Minimization},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {37--49},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/adilova23a.html},
timestamp = {Mon, 04 Dec 2023 14:02:45 +0100},
biburl = {https://dblp.org/rec/conf/tagml/AdilovaALDPEKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/AgerbergCR23,
author = {Jens Agerberg and
Wojciech Chach{\'{o}}lski and
Ryan Ramanujam},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Global and Relative Topological Features from Homological Invariants
of Subsampled Datasets},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {302--312},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/agerberg23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/AgerbergCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/AlbertiDTK23,
author = {Silas Alberti and
Niclas Dern and
Laura Thesing and
Gitta Kutyniok},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Sumformer: Universal Approximation for Efficient Transformers},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {72--86},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/alberti23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/AlbertiDTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/AndreevaLRS23,
author = {Rayna Andreeva and
Katharina Limbeck and
Bastian Rieck and
Rik Sarkar},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Metric Space Magnitude and Generalisation in Neural Networks},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {242--253},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/andreeva23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/AndreevaLRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Batatia23,
author = {Ilyes Batatia},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {A Geometric Insight into Equivariant Message Passing Neural Networks
on Riemannian Manifolds},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {426--436},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/batatia23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/Batatia23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/BellGGFM23,
author = {Brian Wesley Bell and
Michael Geyer and
David Glickenstein and
Amanda S. Fernandez and
Juston Moore},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {An Exact Kernel Equivalence for Finite Classification Models},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {206--217},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/bell23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/BellGGFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/BercziFZ23,
author = {Gergely B{\'{e}}rczi and
Honglu Fan and
Mingcong Zeng},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {An {ML} approach to resolution of singularities},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {469--487},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/berczi23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/BercziFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/BoccatoFDT23,
author = {Tommaso Boccato and
Matteo Ferrante and
Andrea Duggento and
Nicola Toschi},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Breaking the Structure of Multilayer Perceptrons with Complex Topologies},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {289--301},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/boccato23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/BoccatoFDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/BonetCDC23,
author = {Cl{\'{e}}ment Bonet and
Laetitia Chapel and
Lucas Drumetz and
Nicolas Courty},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {334--370},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/bonet23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/BonetCDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/BriolaA23,
author = {Antonio Briola and
Tomaso Aste},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Topological Feature Selection},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {534--556},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/briola23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/BriolaA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/CesaPB23,
author = {Gabriele Cesa and
Kumar Pratik and
Arash Behboodi},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Equivariant Self-supervised Deep Pose Estimation for Cryo {EM}},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {21--36},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/cesa23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/CesaPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/ChenLMWW23,
author = {Samantha Chen and
Sunhyuk Lim and
Facundo M{\'{e}}moli and
Zhengchao Wan and
Yusu Wang},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {The Weisfeiler-Lehman Distance: Reinterpretation and Connection with
GNNs},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {404--425},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/chen23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/ChenLMWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/CurryMNOR23,
author = {Justin Curry and
Washington Mio and
Tom Needham and
Osman Berat Okutan and
Florian Russold},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Topologically Attributed Graphs for Shape Discrimination},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {87--101},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/curry23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/CurryMNOR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/DosterEKMPRS23,
author = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Preface},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {1--2},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/doster23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/DosterEKMPRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/EijkelboomBBG23,
author = {Floor Eijkelboom and
Erik J. Bekkers and
Michael M. Bronstein and
Francesco Di Giovanni},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Can strong structural encoding reduce the importance of Message Passing?},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {278--288},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/eijkelboom23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/EijkelboomBBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/GabelKVLWQG23,
author = {Alex Gabel and
Victoria Klein and
Riccardo Valperga and
Jeroen S. W. Lamb and
Kevin Webster and
Rick Quax and
Efstratios Gavves},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Learning Lie Group Symmetry Transformations with Neural Networks},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {50--59},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/gabel23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/GabelKVLWQG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/HannouchC23,
author = {Khalil Mathieu Hannouch and
Stephan K. Chalup},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Learning To See Topological Properties In 4D Using Convolutional Neural
Networks},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {437--454},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/hannouch23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/HannouchC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/HeBM23,
author = {Jesse He and
Tristan Brug{\`{e}}re and
Gal Mishne},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Product Manifold Learning with Independent Coordinate Selection},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {267--277},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/he23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/HeBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/HeidariTR23,
author = {Farzaneh Heidari and
Perouz Taslakian and
Guillaume Rabusseau},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Explaining Graph Neural Networks Using Interpretable Local Surrogates},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {146--155},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/heidari23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/HeidariTR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/KaruvallyDS23,
author = {Arjun Karuvally and
Peter DelMastro and
Hava T. Siegelmann},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Episodic Memory Theory of Recurrent Neural Networks: Insights into
Long-Term Information Storage and Manipulation},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {371--383},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/karuvally23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/KaruvallyDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/KeskinLFMBLG23,
author = {Oguzhan Keskin and
Alisia Maria Lupidi and
Stefano Fioravanti and
Lucie Charlotte Magister and
Pietro Barbiero and
Pietro Lio and
Francesco Giannini},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Bridging Equational Properties and Patterns on Graphs: an AI-Based
Approach},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {156--168},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/keskin23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/KeskinLFMBLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Khandelwal23,
author = {Anant Khandelwal},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {{MASIL:} Towards Maximum Separable Class Representation for Few Shot
Class Incremental Learning},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {519--533},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/khandelwal23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/Khandelwal23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Laenen23,
author = {Steinar Laenen},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {One-Shot Neural Network Pruning via Spectral Graph Sparsification},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {60--71},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/laenen23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/Laenen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LangeKMWRK23,
author = {Richard D. Lange and
Devin Kwok and
Jordan Kyle Matelsky and
Xinyue Wang and
David Rolnick and
Konrad P. Kording},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Deep Networks as Paths on the Manifold of Neural Representations},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {102--133},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/lange23a.html},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/LangeKMWRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LeeP23,
author = {Yonghyeon Lee and
Frank C. Park},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {On Explicit Curvature Regularization in Deep Generative Models},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {505--518},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/lee23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/LeeP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LindenRB23,
author = {Putri A. van der Linden and
David W. Romero and
Erik J. Bekkers},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Learned Gridification for Efficient Point Cloud Processing},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {9--20},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/linden23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/LindenRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LiuCPK23,
author = {Yajing Liu and
Christina M. Cole and
Chris Peterson and
Michael Kirby},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {ReLU Neural Networks, Polyhedral Decompositions, and Persistent Homology},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {455--468},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/liu23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/LiuCPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LiuHT23,
author = {Liangchen Liu and
Juncai He and
Yen{-}Hsi Tsai},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Linear Regression on Manifold Structured Data: the Impact of Extrinsic
Geometry on Solutions},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {557--576},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/liu23b.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/LiuHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/MoskalevSBS23,
author = {Artem Moskalev and
Anna Sepliarskaia and
Erik J. Bekkers and
Arnold W. M. Smeulders},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {On genuine invariance learning without weight-tying},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {218--227},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/moskalev23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/MoskalevSBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/MuellerAMT23,
author = {Marshall Mueller and
Shuchin Aeron and
James M. Murphy and
Abiy Tasissa},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Geometrically Regularized Wasserstein Dictionary Learning},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {384--403},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/mueller23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/MuellerAMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/MunnDG23,
author = {Michael Munn and
Benoit Dherin and
Javier Gonzalvo},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {A margin-based multiclass generalization bound via geometric complexity},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {189--205},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/munn23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/MunnDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Nielsen23,
author = {Frank Nielsen},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Fisher-Rao and pullback Hilbert cone distances on the multivariate
Gaussian manifold with applications to simplification and quantization
of mixtures},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {488--504},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/nielsen23b.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/Nielsen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/NielsenS23,
author = {Frank Nielsen and
Ke Sun},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Non-linear Embeddings in Hilbert Simplex Geometry},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {254--266},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/nielsen23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/NielsenS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/PapillonHMFZJMHSPGRLDRBSNZBGBMBBSANTS23,
author = {Mathilde Papillon and
Mustafa Hajij and
Audun Myers and
Florian Frantzen and
Ghada Zamzmi and
Helen Jenne and
Johan Mathe and
Josef Hoppe and
Michael T. Schaub and
Theodore Papamarkou and
Aldo Guzm{\'{a}}n{-}S{\'{a}}enz and
Bastian Rieck and
Neal Livesay and
Tamal K. Dey and
Abraham Rabinowitz and
Aiden Brent and
Alessandro Salatiello and
Alexander Nikitin and
Ali Zia and
Claudio Battiloro and
Dmitrii Gavrilev and
Georg B{\"{o}}kman and
German Magai and
Gleb Bazhenov and
Guillermo Bern{\'{a}}rdez and
Indro Spinelli and
Jens Agerberg and
Kalyan Varma Nadimpalli and
Lev Telyatnikov and
Luca Scofano and
Lucia Testa and
Manuel Lecha and
Maosheng Yang and
Mohammed Hassanin and
Odin Hoff Gardaa and
Olga Zaghen and
Paul H{\"{a}}usner and
Paul Snopoff and
Pavlo Melnyk and
Rub{\'{e}}n Ballester and
Sadrodin Barikbin and
Sergio Escalera and
Simone Fiorellino and
Henry Kvinge and
Jan Meissner and
Karthikeyan Natesan Ramamurthy and
Michael Scholkemper and
Paul Rosen and
Robin Walters and
Shreyas N. Samaga and
Soham Mukherjee and
Sophia Sanborn and
Tegan Emerson and
Timothy Doster and
Tolga Birdal and
Vincent P. Grande and
Abdelwahed Khamis and
Simone Scardapane and
Suraj Singh and
Tatiana Malygina and
Yixiao Yue and
Nina Miolane},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {{ICML} 2023 Topological Deep Learning Challenge: Design and Results},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {3--8},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/papillon23a.html},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/PapillonHMFZJMHSPGRLDRBSNZBGBMBBSANTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/TsitsulinMP23,
author = {Anton Tsitsulin and
Marina Munkhoeva and
Bryan Perozzi},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Unsupervised Embedding Quality Evaluation},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {169--188},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/tsitsulin23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/TsitsulinMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/WangBA23,
author = {Yuanrong Wang and
Antonio Briola and
Tomaso Aste},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Homological Neural Networks: {A} Sparse Architecture for Multivariate
Complexity},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {228--241},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/wang23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/WangBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/XinMSD23,
author = {Cheng Xin and
Soham Mukherjee and
Shreyas N. Samaga and
Tamal K. Dey},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {{GRIL:} {A} {\textdollar}2{\textdollar}-parameter Persistence Based
Vectorization for Machine Learning},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {313--333},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/xin23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/XinMSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/ZhouZDW23,
author = {Youjia Zhou and
Yi Zhou and
Jie Ding and
Bei Wang},
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Visualizing and Analyzing the Topology of Neuron Activations in Deep
Adversarial Training},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
pages = {134--145},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/zhou23a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/ZhouZDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/tagml/2023,
editor = {Timothy Doster and
Tegan Emerson and
Henry Kvinge and
Nina Miolane and
Mathilde Papillon and
Bastian Rieck and
Sophia Sanborn},
title = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July
2023, Honolulu, HI, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {221},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v221/},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/BalwaniK22,
author = {Aishwarya H. Balwani and
Jakob Krzyston},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Zeroth-Order Topological Insights into Iterative Magnitude Pruning},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {6--16},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/balwani22a.html},
timestamp = {Tue, 05 Sep 2023 17:08:45 +0200},
biburl = {https://dblp.org/rec/conf/tagml/BalwaniK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Bamberger22,
author = {Jacob Bamberger},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {A Topological characterisation of Weisfeiler-Leman equivalence classes},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {17--27},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/bamberger22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/Bamberger22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/BarberoBBBVL22,
author = {Federico Barbero and
Cristian Bodnar and
Haitz S{\'{a}}ez de Oc{\'{a}}riz Borde and
Michael M. Bronstein and
Petar Velickovic and
Pietro Li{\`{o}}},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Sheaf Neural Networks with Connection Laplacians},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {28--36},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/barbero22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/BarberoBBBVL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Ben-ShaulD22,
author = {Ido Ben{-}Shaul and
Shai Dekel},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Nearest Class-Center Simplification through Intermediate Layers},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {37--47},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/ben-shaul22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/Ben-ShaulD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/ChenBZXXR22,
author = {Yuzhao Chen and
Yatao Bian and
Jiying Zhang and
Xi Xiao and
Tingyang Xu and
Yu Rong},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Diversified Multiscale Graph Learning with Graph Self-Correction},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {48--54},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/chen22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/ChenBZXXR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/ChenSC22,
author = {Nutan Chen and
Patrick van der Smagt and
Botond Cseke},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Local Distance Preserving Auto-encoders using Continuous kNN Graphs},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {55--66},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/chen22b.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/ChenSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/ChewSVWHNVKP22,
author = {Joyce A. Chew and
Holly R. Steach and
Siddharth Viswanath and
Hau{-}Tieng Wu and
Matthew J. Hirn and
Deanna Needell and
Matthew D. Vesely and
Smita Krishnaswamy and
Michael Perlmutter},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {The Manifold Scattering Transform for High-Dimensional Point Cloud
Data},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {67--78},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/chew22a.html},
timestamp = {Sat, 27 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tagml/ChewSVWHNVKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/CloningerDEKKKM22,
author = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Preface},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {1--5},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/cloninger22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/CloningerDEKKKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/CodaCWTCGEKK22,
author = {Elizabeth Coda and
Nico Courts and
Colby Wight and
Loc Truong and
WoongJo Choi and
Charles Godfrey and
Tegan Emerson and
Keerti Kappagantula and
Henry Kvinge},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {79--85},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/coda22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/CodaCWTCGEKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/DattaKBF22,
author = {Debajyoti Datta and
Shashwat Kumar and
Laura E. Barnes and
P. Thomas Fletcher},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {A Geometrical Approach to Finding Difficult Examples in Language},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {86--95},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/datta22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/DattaKBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/FinkelshteinBMD22,
author = {Ben Finkelshtein and
Chaim Baskin and
Haggai Maron and
Nadav Dym},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {A Simple and Universal Rotation Equivariant Point-Cloud Network},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {107--115},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/finkelshtein22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/FinkelshteinBMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Fitz22,
author = {Stephen Fitz},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {The Shape of Words - topological structure in natural language data},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {116--123},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/fitz22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/Fitz22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Gebhart22,
author = {Thomas Gebhart},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Graph Convolutional Networks from the Perspective of Sheaves and the
Neural Tangent Kernel},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {124--132},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/gebhart22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/Gebhart22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/Gonzalez-Marquez22,
author = {Rita Gonz{\'{a}}lez{-}M{\'{a}}rquez and
Philipp Berens and
Dmitry Kobak},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Two-dimensional visualization of large document libraries using t-SNE},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {133--141},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/gonzalez-marquez22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/Gonzalez-Marquez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/HackerR22,
author = {Celia Hacker and
Bastian Rieck},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {On the Surprising Behaviour of {\textbackslash}textttnode2vec},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {142--151},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/hacker22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/HackerR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/HammMC22,
author = {Keaton Hamm and
Mohamed Meskini and
HanQin Cai},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Riemannian {CUR} Decompositions for Robust Principal Component Analysis},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {152--160},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/hamm22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/HammMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/HoltzMC22,
author = {Chester Holtz and
Gal Mishne and
Alexander Cloninger},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Evaluating Disentanglement in Generative Models Without Knowledge
of Latent Factors},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {161--171},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/holtz22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/HoltzMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/HyK22,
author = {Truong Son Hy and
Risi Kondor},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Multiresolution Matrix Factorization and Wavelet Networks on Graphs},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {172--182},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/hy22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/HyK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/JorgensonKEO22,
author = {Grayson Jorgenson and
Henry Kvinge and
Tegan Emerson and
Colin C. Olson},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Random Filters for Enriching the Discriminatory power of Topological
Representations},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {183--188},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/jorgenson22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/JorgensonKEO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/KassabHKKE22,
author = {Lara Kassab and
Scott Howland and
Henry Kvinge and
Keerti Sahithi Kappagantula and
Tegan Emerson},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {TopTemp: Parsing Precipitate Structure from Temper Topology},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {199--205},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/kassab22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/KassabHKKE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/KhramtsovaZWB22,
author = {Ekaterina Khramtsova and
Guido Zuccon and
Xi Wang and
Mahsa Baktashmotlagh},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Rethinking Persistent Homology For Visual Recognition},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {206--215},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/khramtsova22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/KhramtsovaZWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LiRR22,
author = {Shiying Li and
Abu Hasnat Mohammad Rubaiyat and
Gustavo K. Rohde},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Geodesic Properties of a Generalized Wasserstein Embedding for Time
Series Aanalysis},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {216--225},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/li22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/LiRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LinoFBC22,
author = {Mario Lino and
Stathi Fotiadis and
Anil A. Bharath and
Chris D. Cantwell},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {REMuS-GNN: {A} Rotation-Equivariant Model for Simulating Continuum
Dynamics},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {226--236},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/lino22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/LinoFBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LiuMJZY22,
author = {Zhiwei Liu and
Lin Meng and
Fei Jiang and
Jiawei Zhang and
Philip S. Yu},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Deoscillated Adaptive Graph Collaborative Filtering},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {248--257},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/liu22b.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/LiuMJZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LiuX22,
author = {Xiang Liu and
Kelin Xia},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Persistent tor-algebra based stacking ensemble learning {(PTA-SEL)}
for protein-protein binding affinity prediction},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {237--247},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/liu22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/LiuX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/LutzeyerWV22,
author = {Johannes F. Lutzeyer and
Changmin Wu and
Michalis Vazirgiannis},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Sparsifying the Update Step in Graph Neural Networks},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {258--268},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/lutzeyer22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/LutzeyerWV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/MigusYMG22a,
author = {L{\'{e}}on Migus and
Yuan Yin and
Jocelyn Ahmed Mazari and
Patrick Gallinari},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Multi-Scale Physical Representations for Approximating {PDE} Solutions
with Graph Neural Operators},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {332--340},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/migus22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/MigusYMG22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/MyersUTSSDMSCSP22,
author = {Adele Myers and
Saiteja Utpala and
Shubham Talbar and
Sophia Sanborn and
Christian Shewmake and
Claire Donnat and
Johan Mathe and
Rishi Sonthalia and
Xinyue Cui and
Tom Szwagier and
Arthur Pignet and
Andri Bergsson and
S{\o}ren Hauberg and
Dmitriy Nielsen and
Stefan Sommer and
David A. Klindt and
Erik Hermansen and
Melvin Vaupel and
Benjamin A. Dunn and
Jeffrey Xiong and
Noga Aharony and
Itsik Pe'er and
Felix Ambellan and
Martin Hanik and
Esfandiar Nava{-}Yazdani and
Christoph von Tycowicz and
Nina Miolane},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {{ICLR} 2022 Challenge for Computational Geometry {\&} Topology:
Design and Results},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {269--276},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/myers22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/MyersUTSSDMSCSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/NaganandaMS22,
author = {Navya Nagananda and
Breton L. Minnehan and
Andreas E. Savakis},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Robust {\textdollar}L{\_}p{\textdollar}-Norm Linear Discriminant Analysis
with Proxy Matrix Optimization},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {277--286},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/nagananda22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/NaganandaMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/ParkCJCW22,
author = {Sun Woo Park and
Yun Young Choi and
Dosang Joe and
U Jin Choi and
Youngho Woo},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {The {PWLR} graph Representation: {A} Persistent Weisfeiler-Lehman
Scheme with Random Walks for Graph Classification},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {287--297},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/park22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/ParkCJCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/PolGB22,
author = {Elise van der Pol and
Ian Gemp and
Yoram Bachrach},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Stochastic Parallelizable Eigengap Dilation for Large Graph Clustering},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {304--311},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/pol22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/PolGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/SonthaliaGD22,
author = {Rishi Sonthalia and
Anna C. Gilbert and
Matthew Durham},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {CubeRep: Learning Relations Between Different Views of Data},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {298--303},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/sonthalia22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/SonthaliaGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/SurrelHCLIKGC22,
author = {Thibault de Surrel and
Felix Hensel and
Mathieu Carri{\`{e}}re and
Th{\'{e}}o Lacombe and
Yuichi Ike and
Hiroaki Kurihara and
Marc Glisse and
Fr{\'{e}}d{\'{e}}ric Chazal},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {RipsNet: a general architecture for fast and robust estimation of
the persistent homology of point clouds},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {96--106},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/surrel22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/SurrelHCLIKGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/WilliamsL22,
author = {Daniel J. Williams and
Song Liu},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Score Matching for Truncated Density Estimation on a Manifold},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {312--321},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/williams22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/WilliamsL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/XenopoulosCDNBS22,
author = {Peter Xenopoulos and
Gromit Chan and
Harish Doraiswamy and
Luis Gustavo Nonato and
Brian Barr and
Cl{\'{a}}udio T. Silva},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {{GALE:} Globally Assessing Local Explanations},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {322--331},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/xenopoulos22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/XenopoulosCDNBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tagml/YiCWZLFH22,
author = {Kai Yi and
Jialin Chen and
Yu Guang Wang and
Bingxin Zhou and
Pietro Li{\`{o}} and
Yanan Fan and
Jan Hamann},
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {{APPROXIMATE} {EQUIVARIANCE} {SO(3)} {NEEDLET} {CONVOLUTION}},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
pages = {189--198},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/yi22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/YiCWZLFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/tagml/2022,
editor = {Alexander Cloninger and
Timothy Doster and
Tegan Emerson and
Manohar Kaul and
Ira Ktena and
Henry Kvinge and
Nina Miolane and
Bastian Rice and
Sarah Tymochko and
Guy Wolf},
title = {Topological, Algebraic and Geometric Learning Workshops 2022, 25-22
July 2022, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {196},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v196/},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tagml/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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