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2020 – today
- 2024
[c12]Marco Federici, Patrick Forré, Ryota Tomioka, Bastiaan S. Veeling:
Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck. ICLR 2024- 2023
- [c11]Qi Wang, Marco Federici, Herke van Hoof:
Bridge the Inference Gaps of Neural Processes via Expectation Maximization. ICLR 2023 - [i9]Marloes Arts, Victor Garcia Satorras, Chin-Wei Huang, Daniel Zügner, Marco Federici, Cecilia Clementi, Frank Noé, Robert Pinsler, Rianne van den Berg:
Two for One: Diffusion Models and Force Fields for Coarse-Grained Molecular Dynamics. CoRR abs/2302.00600 (2023) - [i8]Marco Federici, David Ruhe, Patrick Forré:
On the Effectiveness of Hybrid Mutual Information Estimation. CoRR abs/2306.00608 (2023) - [i7]Marco Federici, Patrick Forré, Ryota Tomioka, Bastiaan S. Veeling:
Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck. CoRR abs/2309.07200 (2023) - [i6]Benjamin Kurt Miller, Marco Federici, Christoph Weniger, Patrick Forré:
Simulation-based Inference with the Generalized Kullback-Leibler Divergence. CoRR abs/2310.01808 (2023) - 2022
- [c10]Stephan Alaniz, Marco Federici, Zeynep Akata:
Compositional Mixture Representations for Vision and Text. CVPR Workshops 2022: 4201-4210 - [i5]Stephan Alaniz, Marco Federici, Zeynep Akata:
Compositional Mixture Representations for Vision and Text. CoRR abs/2206.06404 (2022) - 2021
- [c9]Marco Federici, Ryota Tomioka, Patrick Forré:
An Information-theoretic Approach to Distribution Shifts. NeurIPS 2021: 17628-17641 - [i4]Marco Federici, Ryota Tomioka, Patrick Forré:
An Information-theoretic Approach to Distribution Shifts. CoRR abs/2106.03783 (2021) - [i3]Nikolaos Mourdoukoutas, Marco Federici, Georges Pantalos, Mark van der Wilk, Vincent Fortuin:
A Bayesian Approach to Invariant Deep Neural Networks. CoRR abs/2107.09301 (2021) - [i2]Jan Zuiderveld, Marco Federici, Erik J. Bekkers:
Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations. CoRR abs/2111.08462 (2021) - 2020
- [c8]Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata:
Learning Robust Representations via Multi-View Information Bottleneck. ICLR 2020 - [i1]Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata:
Learning Robust Representations via Multi-View Information Bottleneck. CoRR abs/2002.07017 (2020)
2010 – 2019
- 2019
- [j3]Mauro Dragoni
, Marco Federici, Andi Rexha:
ReUS: a Real-time Unsupervised System For Monitoring Opinion Streams. Cogn. Comput. 11(4): 469-488 (2019) - [j2]Mauro Dragoni, Marco Federici, Andi Rexha:
An unsupervised aspect extraction strategy for monitoring real-time reviews stream. Inf. Process. Manag. 56(3): 1103-1118 (2019) - 2018
- [j1]Chiara Di Francescomarino, Marlon Dumas, Marco Federici, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Luca Simonetto:
Genetic algorithms for hyperparameter optimization in predictive business process monitoring. Inf. Syst. 74(Part): 67-83 (2018) - [c7]Marco Federici, Mauro Dragoni:
The KABSA System at ESWC-2018 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC 2018: 151-166 - 2017
- [c6]Marco Federici, Mauro Dragoni:
A Branching Strategy For Unsupervised Aspect-based Sentiment Analysis. EMSASW@ESWC 2017 - [c5]Marco Federici, Mauro Dragoni:
Aspect-Based Opinion Mining Using Knowledge Bases. SemWebEval@ESWC 2017: 133-147 - 2016
- [c4]Chiara Di Francescomarino, Marlon Dumas, Marco Federici, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi:
Predictive Business Process Monitoring Framework with Hyperparameter Optimization. CAiSE 2016: 361-376 - [c3]Marco Federici, Mauro Dragoni:
Towards Unsupervised Approaches For Aspects Extraction. EMSA-RMed@ESWC 2016 - [c2]Marco Federici, Mauro Dragoni:
A Knowledge-Based Approach for Aspect-Based Opinion Mining. SemWebEval@ESWC 2016: 141-152 - 2015
- [c1]Marco Federici, Williams Rizzi, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Irene Teinemaa:
A ProM Operational Support Provider for Predictive Monitoring of Business Processes. BPM (Demos) 2015: 1-5
Coauthor Index
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