publications
My publications and preprints
2024
- Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random FeaturesarXiv, 2024
2023
- Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent KernelsarXiv, 2023
- Stability, Generalization and Privacy: Precise Analysis for Random and NTK FeaturesarXiv, 2023
2022
- Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterizationProc. of the Conference on Neural Information Processing Systems (NeurIPS’22),, 2022
- Sharp asymptotics on the compression of two-layer neural networksProc. of the IEEE Information Theory Workshop, Mumbai, India., 2022
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