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Pascal Germain

Identifiers

  • name variant Pascal Germain 0.60 · backfill

Papers (19)

  1. Generalization Bounds via Meta-Learned Model Representations: PAC-Bayes and Sample Compression Hypernetworks cs.LG · 2024 · author #5
  2. Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses cs.LG · 2024 · author #3
  3. Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice eess.AS · 2024 · author #3
  4. On the Relationship Between Interpretability and Explainability in Machine Learning cs.LG · 2023 · author #2
  5. Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory cs.LG · 2023 · author #3
  6. Invariant Causal Set Covering Machines cs.LG · 2023 · author #3
  7. PAC-Bayesian Generalization Bounds for Adversarial Generative Models cs.LG · 2023 · author #3
  8. Seeking Interpretability and Explainability in Binary Activated Neural Networks cs.LG · 2022 · author #2
  9. PAC-Bayesian Learning of Aggregated Binary Activated Neural Networks with Probabilities over Representations cs.LG · 2021 · author #5
  10. Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound cs.LG · 2021 · author #6
  11. A General Framework for the Practical Disintegration of PAC-Bayesian Bounds stat.ML · 2021 · author #2
  12. Out-of-distribution detection for regression tasks: parameter versus predictor entropy cs.LG · 2020 · author #5
  13. PAC-Bayesian Contrastive Unsupervised Representation Learning cs.LG · 2019 · author #2
  14. Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks cs.LG · 2019 · author #2
  15. Domain-Adversarial Training of Neural Networks stat.ML · 2015 · author #4
  16. Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm stat.ML · 2015 · author #1
  17. An Improvement to the Domain Adaptation Bound in a PAC-Bayesian context stat.ML · 2015 · author #1
  18. Domain-Adversarial Neural Networks stat.ML · 2014 · author #2
  19. PAC-Bayesian Learning and Domain Adaptation stat.ML · 2012 · author #1

Mentions

  • 2410.13577 #5 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2306.04777 #3 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2409.17932 #3 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2406.10422 #3 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2209.03450 #2 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2311.11491 #2 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2310.04935 #3 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2302.08942 #3 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2102.08649 #2 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2010.12995 #5 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2110.15137 #5 · arxiv_oai · confidence 0.70 Pascal Germain
  • 2106.12535 #6 · arxiv_oai · confidence 0.70 Pascal Germain
  • 1910.04464 #2 · arxiv_oai · confidence 0.70 Pascal Germain
  • 1905.10259 #2 · arxiv_oai · confidence 0.70 Pascal Germain
  • 1505.07818 #4 · arxiv_oai · confidence 0.70 Pascal Germain
  • 1503.08329 #1 · arxiv_oai · confidence 0.70 Pascal Germain
  • 1412.4446 #2 · arxiv_oai · confidence 0.70 Pascal Germain
  • 1501.03002 #1 · arxiv_oai · confidence 0.70 Pascal Germain
  • 1212.2340 #1 · arxiv_oai · confidence 0.70 Pascal Germain
  • 1505.07818 #4 · backfill · confidence 0.70 Pascal Germain
  • 1503.08329 #1 · backfill · confidence 0.70 Pascal Germain
  • 1501.03002 #1 · backfill · confidence 0.70 Pascal Germain
  • 1412.4446 #2 · backfill · confidence 0.70 Pascal Germain
  • 1212.2340 #1 · backfill · confidence 0.70 Pascal Germain

Frequent Coauthors