Kothapalli, Vignesh

6 publications

TMLR 2025 Can Kernel Methods Explain How the Data Affects Neural Collapse? Vignesh Kothapalli, Tom Tirer

TMLR 2025 From Spikes to Heavy Tails: Unveiling the Spectral Evolution of Neural Networks Vignesh Kothapalli, Tianyu Pang, Shenyang Deng, Zongmin Liu, Yaoqing Yang

NeurIPSW 2024 Toward Understanding How the Data Affects Neural Collapse: A Kernel-Based Approach Vignesh Kothapalli, Tom Tirer

NeurIPS 2023 A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks Vignesh Kothapalli, Tom Tirer, Joan Bruna

TMLR 2023 Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli

ICML 2023 Randomized Schur Complement Views for Graph Contrastive Learning Vignesh Kothapalli