Kaushik, Chiraag

4 publications

ICLR 2026 Learning Multimodal Dictionary Decompositions with Group-Sparse Autoencoders Chiraag Kaushik, Davis Barch, Andrea Fanelli

ICML 2024 Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance Chiraag Kaushik, Ran Liu, Chi-Heng Lin, Amrit Khera, Matthew Y Jin, Wenrui Ma, Vidya Muthukumar, Eva L Dyer

NeurIPS 2024 Precise Asymptotics of Reweighted Least-Squares Algorithms for Linear Diagonal Networks Chiraag Kaushik, Justin Romberg, Vidya Muthukumar

JMLR 2024 The Good, the Bad and the Ugly Sides of Data Augmentation: An Implicit Spectral Regularization Perspective Chi-Heng Lin, Chiraag Kaushik, Eva L. Dyer, Vidya Muthukumar