default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "stream:conf/mlcb:"
download as .bib file
@inproceedings{DBLP:conf/mlcb/AlzaidDM23,
author = {Ethar Alzaid and
Muhammad Dawood and
Fayyaz Minhas},
editor = {David A. Knowles and
Sara Mostafavi},
title = {A Transductive Approach to Survival Ranking for Cancer Risk Stratification},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {101--109},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/alzaid24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/AlzaidDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/BajwaRKSI23,
author = {Ayesha Bajwa and
Ruchir Rastogi and
Pooja Kathail and
Richard W. Shuai and
Nilah Ioannidis},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Characterizing uncertainty in predictions of genomic sequence-to-activity
models},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {279--297},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/bajwa24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/BajwaRKSI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/HongDH23,
author = {Juneki Hong and
Dezhong Deng and
David A. Hendrix},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Improving transformer secondary structure predictions with secondary
structure "fixing" task},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {267--278},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/hong24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/HongDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/IsaevK23,
author = {Keren Isaev and
David A. Knowles},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Investigating {RNA} splicing as a source of cellular diversity using
a binomial mixture model},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {163--175},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/isaev24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/IsaevK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/KenariAL23,
author = {Neda Shokraneh Kenari and
Megan Andrews and
Max W. Libbrecht},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Model-based imputation enables improved resolution for identifying
differential chromatin contacts in single-cell Hi-C data},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {176--193},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/shokraneh-kenari24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/KenariAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/LiuK23,
author = {Renming Liu and
Arjun Krishnan},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Open Biomedical Network Benchmark: {A} Python Toolkit for Benchmarking
Datasets with Biomedical Networks},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {23--59},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/liu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/LiuK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/MajhaS023,
author = {Arushi G. K. Majha and
Ian Stott and
Andreas Bender},
editor = {David A. Knowles and
Sara Mostafavi},
title = {On Modelability and Generalizability: Are Machine Learning Models
for Drug Synergy Exploiting Artefacts and Biases in Available Data?},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {123--134},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/majha24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/MajhaS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/MartensY23,
author = {Kaspar M{\"{a}}rtens and
Christopher Yau},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Disentangling shared and private latent factors in multimodal Variational
Autoencoders},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {60--75},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/martens24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/MartensY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/NathansenKRNB23,
author = {Andrea Nathansen and
Kevin Klein and
Bernhard Y. Renard and
Melania Nowicka and
Jakub M. Bartoszewicz},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Evaluating Tuning Strategies for Sequence Generation with Protein
Language Models},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {76--89},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/nathansen24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/NathansenKRNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/RobsonI23,
author = {Eyes S. Robson and
Nilah Ioannidis},
editor = {David A. Knowles and
Sara Mostafavi},
title = {GUANinE v1.0: Benchmark Datasets for Genomic {AI} Sequence-to-Function
Models},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {250--266},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/robson24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/RobsonI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/SimsC23,
author = {Zachary S. Sims and
Young Hwan Chang},
editor = {David A. Knowles and
Sara Mostafavi},
title = {A Masked Image Modeling Approach to CyCIF Panel Reduction and Marker
Imputation},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {1--9},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/sims24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/SimsC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/SzatkownikFCYJ23,
author = {Antoine Szatkownik and
Cyril Furtlehner and
Guillaume Charpiat and
Burak Yelmen and
Flora Jay},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Towards creating longer genetic sequences with GANs: Generation in
principal component space},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {110--122},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/szatkownik24a.html},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/SzatkownikFCYJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/TuHWKRL23,
author = {Xinming Tu and
Jan{-}Christian H{\"{u}}tter and
Zitong Jerry Wang and
Takamasa Kudo and
Aviv Regev and
Romain Lopez},
editor = {David A. Knowles and
Sara Mostafavi},
title = {A Supervised Contrastive Framework for Learning Disentangled Representations
of Cellular Perturbation Data},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {90--100},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/tu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/TuHWKRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/VisaniGPN23,
author = {Gian Marco Visani and
William Galvin and
Michael N. Pun and
Armita Nourmohammad},
editor = {David A. Knowles and
Sara Mostafavi},
title = {H-Packer: Holographic Rotationally Equivariant Convolutional Neural
Network for Protein Side-Chain Packing},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {230--249},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/visani24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/VisaniGPN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/WuBLBLH23,
author = {You Wu and
Omid Bazgir and
Yongju Lee and
Tommaso Biancalani and
James Lu and
Ehsan Hajiramezanali},
editor = {David A. Knowles and
Sara Mostafavi},
title = {Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific
Survival Prediction},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {10--22},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/wu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/WuBLBLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/WuYDBXESC023,
author = {Kevin E. Wu and
Kathryn Yost and
Bence Daniel and
Julia A. Belk and
Yu Xia and
Takeshi Egawa and
Ansuman Satpathy and
Howard Chang and
James Zou},
editor = {David A. Knowles and
Sara Mostafavi},
title = {{TCR-BERT:} learning the grammar of T-cell receptors for flexible
antigen-binding analyses},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {194--229},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/wu24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/WuYDBXESC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/YuWMT023,
author = {Jennifer Yu and
Zhenqin Wu and
Aaron T. Mayer and
Alexandro Trevino and
James Zou},
editor = {David A. Knowles and
Sara Mostafavi},
title = {A Multi-Granularity Approach to Similarity Search in Multiplexed Immunofluorescence
Images},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {135--147},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/yu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/YuWMT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/ZhangLBDC23,
author = {Chenwei Zhang and
Jordan Lovrod and
Boyan Beronov and
Khanh Dao Duc and
Anne Condon},
editor = {David A. Knowles and
Sara Mostafavi},
title = {ViDa: Visualizing {DNA} hybridization trajectories with biophysics-informed
deep graph embeddings},
booktitle = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
pages = {148--162},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/zhang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/ZhangLBDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlcb/2023,
editor = {David A. Knowles and
Sara Mostafavi},
title = {Machine Learning in Computational Biology, November 30 - December
1, 2023, Seattle, WA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {240},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v240/},
timestamp = {Fri, 10 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/GyawaliLZH22,
author = {Prashnna K. Gyawali and
Xiaoxia Liu and
James Zou and
Zihuai He},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Ensembling improves stability and power of feature selection for deep
learning models},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {33--45},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/gyawali22a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlcb/GyawaliLZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/KorasMSISS22,
author = {Krzysztof Koras and
Marcin Mozejko and
Paulina Szymczak and
Adam Izdebski and
Eike Staub and
Ewa Szczurek},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {A generative recommender system with {GMM} prior for cancer drug generation
and sensitivity prediction},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {61--73},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/koras22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/KorasMSISS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/LalchandRDKSLMT22,
author = {Vidhi Lalchand and
Aditya Ravuri and
Emma Dann and
Natsuhiko Kumasaka and
Dinithi Sumanaweera and
Rik G. H. Lindeboom and
Shaista Madad and
Sarah A. Teichmann and
Neil D. Lawrence},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Modelling Technical and Biological Effects in scRNA-seq data with
Scalable GPLVMs},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {46--60},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/lalchand22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/LalchandRDKSLMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/LinL22,
author = {Alexander Lin and
Alex Lu},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Incorporating knowledge of plates in batch normalization improves
generalization of deep learning for microscopy images},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {74--93},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/lin22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/LinL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/LiuFAL22,
author = {Tianyi Liu and
Philip Fradkin and
Lazar Atanackovic and
Leo J. Lee},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Energy-based Modelling for Single-cell Data Annotation},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {94--109},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/liu22b.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/LiuFAL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/LiuGS22,
author = {Tianyu Liu and
Grant Greenberg and
Ilan Shomorony},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {{CVQVAE:} {A} representation learning based method for multi-omics
single cell data integration},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {1--15},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/liu22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/LiuGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/MajdandzicRTTLT22,
author = {Antonio Majdandzic and
Chandana Rajesh and
Ziqi Tang and
Shushan Toneyan and
Ethan L. Labelson and
Rohit K. Tripathy and
Peter K. Koo},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Selecting deep neural networks that yield consistent attribution-based
interpretations for genomics},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {131--149},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/majdandzic22a.html},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/MajdandzicRTTLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/SneddonMSE22,
author = {Alexandra Sneddon and
Pablo Acera Mateos and
Nikolay Shirokikh and
Eduardo Eyras},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Language-Informed Basecalling Architecture for Nanopore Direct {RNA}
Sequencing},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {150--165},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/sneddon22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/SneddonMSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/SwansonCZ22,
author = {Kyle Swanson and
Howard Chang and
James Zou},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Predicting Immune Escape with Pretrained Protein Language Model Embeddings},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {110--130},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/swanson22a.html},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/SwansonCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/WeinbergerLHR22,
author = {Ethan Weinberger and
Romain Lopez and
Jan{-}Christian H{\"{u}}tter and
Aviv Regev},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Disentangling shared and group-specific variations in single-cell
transcriptomics data with multiGroupVI},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {16--32},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/weinberger22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/WeinbergerLHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/WheelockMGS22,
author = {Lauren Berk Wheelock and
Stephen Malina and
Jeffrey Gerold and
Sam Sinai},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Forecasting labels under distribution-shift for machine-guided sequence
design},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {166--180},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/wheelock22a.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/WheelockMGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlcb/2022,
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/PrakashSK21,
author = {Eva Prakash and
Avanti Shrikumar and
Anshul Kundaje},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Towards More Realistic Simulated Datasets for Benchmarking Deep Learning
Models in Regulatory Genomics},
booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online,
November 22-23, 2021},
series = {Proceedings of Machine Learning Research},
volume = {165},
pages = {58--77},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v165/prakash22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/PrakashSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/SmithXLYG21,
author = {Jonathan A. J. Smith and
Hao Xu and
Xinran Li and
Laurence Yang and
Jahir Gutierrez},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Compound Screening with Deep Learning for Neglected Diseases: Leishmaniasis},
booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online,
November 22-23, 2021},
series = {Proceedings of Machine Learning Research},
volume = {165},
pages = {47--57},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v165/smith22a.html},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/SmithXLYG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/XuWSM21,
author = {Zhiqing Xu and
Jinghao Wu and
Yun S. Song and
Radhakrishnan Mahadevan},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Enzyme Activity Prediction of Sequence Variants on Novel Substrates
using Improved Substrate Encodings and Convolutional Pooling},
booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online,
November 22-23, 2021},
series = {Proceedings of Machine Learning Research},
volume = {165},
pages = {78--87},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v165/xu22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/XuWSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/XueLFW21,
author = {Yang Xue and
Zijing Liu and
Xiaomin Fang and
Fan Wang},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Multimodal Pre-Training Model for Sequence-based Prediction of Protein-Protein
Interaction},
booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online,
November 22-23, 2021},
series = {Proceedings of Machine Learning Research},
volume = {165},
pages = {34--46},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v165/xue22a.html},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/XueLFW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/ZhouSK21,
author = {Hannah Zhou and
Avanti Shrikumar and
Anshul Kundaje},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Towards a Better Understanding of Reverse-Complement Equivariance
for Deep Learning Models in Genomics},
booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online,
November 22-23, 2021},
series = {Proceedings of Machine Learning Research},
volume = {165},
pages = {1--33},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v165/zhou22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/ZhouSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlcb/2021,
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online,
November 22-23, 2021},
series = {Proceedings of Machine Learning Research},
volume = {165},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v165/},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-10-18 21:26 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
