Laplace Sample Information: Data Informativeness Through a Bayesian LensInternational Conference on Learning Representations (ICLR), 2025 |
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of HeuristicsInternational Conference on Learning Representations (ICLR), 2024 |
FACTS: First Amplify Correlations and Then Slice to Discover BiasIEEE International Conference on Computer Vision (ICCV), 2023 |
How Spurious Features Are Memorized: Precise Analysis for Random and NTK
FeaturesInternational Conference on Machine Learning (ICML), 2023 |