Evaluating Self-Supervised Learning via Risk DecompositionInternational Conference on Machine Learning (ICML), 2023 |
Revisiting Neural Scaling Laws in Language and VisionNeural Information Processing Systems (NeurIPS), 2022 |
Data Feedback Loops: Model-driven Amplification of Dataset BiasesInternational Conference on Machine Learning (ICML), 2022 Rohan Taori Tatsunori B. Hashimoto |
Beyond neural scaling laws: beating power law scaling via data pruningNeural Information Processing Systems (NeurIPS), 2022 |