Frederic Sala
University of Wisconsin-Madison
H-index: 21
North America-United States
Top articles of Frederic Sala
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Geometry-aware adaptation for pretrained models | Advances in Neural Information Processing Systems | Nicholas Roberts Xintong Li Dyah Adila Sonia Cromp Tzu-Heng Huang | 2024/2/13 |
Embroid: Unsupervised prediction smoothing can improve few-shot classification | Advances in Neural Information Processing Systems | Neel Guha Mayee Chen Kush Bhatia Azalia Mirhoseini Frederic Sala | 2024/2/13 |
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling | arXiv preprint arXiv:2404.16188 | Harit Vishwakarma Sui Jiet Tay Satya Sai Srinath Namburi Frederic Sala Ramya Korlakai Vinayak | 2024/4/24 |
Mitigating source bias for fairer weak supervision | Advances in Neural Information Processing Systems | Changho Shin Sonia Cromp Dyah Adila Frederic Sala | 2024/2/13 |
OTTER: Improving Zero-Shot Classification via Optimal Transport | arXiv preprint arXiv:2404.08461 | Changho Shin Jitian Zhao Sonia Cromp Harit Vishwakarma Frederic Sala | 2024/4/12 |
Product Manifold Representations for Learning on Biological Pathways | arXiv preprint arXiv:2401.15478 | Daniel McNeela Frederic Sala Anthony Gitter | 2024/1/27 |
Promises and Pitfalls of Threshold-based Auto-labeling | Advances in Neural Information Processing Systems | Harit Vishwakarma Heguang Lin Frederic Sala Ramya Korlakai Vinayak | 2024/2/13 |
Multimodal Data Curation via Object Detection and Filter Ensembles | Tzu-Heng Huang Changho Shin Sui Jiet Tay Dyah Adila Frederic Sala | 2023/10 | |
Skill-it! a data-driven skills framework for understanding and training language models | Advances in Neural Information Processing Systems | Mayee Chen Nicholas Roberts Kush Bhatia Jue Wang Ce Zhang | 2024/2/13 |
Mixed-Curvature Representation Learning for Biological Pathway Graphs | Daniel McNeela Frederic Sala Anthony Gitter | 2023/7 | |
Understanding Threshold-based Auto-labeling: The Good, the Bad, and the Terra Incognita | Harit Vishwakarma Heguang Lin Frederic Sala Ramya Vinayak | 2023/12/22 | |
Resonant anomaly detection with multiple reference datasets | Journal of High Energy Physics | Mayee F Chen Benjamin Nachman Frederic Sala | 2023/7 |
Train'n Trade: Foundations of Parameter Markets | Advances in Neural Information Processing Systems | Tzu-Heng Huang Harit Vishwakarma Frederic Sala | 2023/12/15 |
The cost of compression: Investigating the impact of compression on parametric knowledge in language models | Satya Sai Srinath Namburi Makesh Sreedhar Srinath Srinivasan Frederic Sala | 2023/12 | |
The Credential is Not Enough: Deception with Honeypots and Fake Credentials | Sonia Cromp Mark Bilinski Ryan Gabrys Frederic Sala | 2023/10/18 | |
Zero-Shot Robustification of Zero-Shot Models | Dyah Adila Changho Shin Linrong Cai Frederic Sala | 2023/10/13 | |
Good data from bad models: Foundations of threshold-based auto-labeling | arXiv preprint arXiv:2211.12620 | Harit Vishwakarma Heguang Lin Frederic Sala Ramya Korlakai Vinayak | 2022/11/22 |
Causal Omnivore: Fusing Noisy Estimates of Spurious Correlations | Dyah Adila Sonia Cromp Sicheng Mo Frederic Sala | 2022/7/21 | |
Domain generalization with nuclear norm regularization | Zhenmei Shi Yifei Ming Ying Fan Frederic Sala Yingyu Liang | 2022/10/21 | |
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks | Advances in Neural Information Processing Systems | Renbo Tu Nicholas Roberts Misha Khodak Junhong Shen Frederic Sala | 2022/12/6 |
Co-Authors
