Network Topology Change-Point Detection from Graph Signals with Prior Spectral Signatures. - Chiraag Kaushik; T. Mitchell Roddenberry; Santiago Segarra (ICASSP, 2021)

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 (ICML, 2024)

Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks. - Chiraag Kaushik; Justin Romberg; Vidya Muthukumar (NeurIPS, 2024)

MANGO: Disentangled Image Transformation Manifolds with Grouped Operators. - Brighton Ancelin; Yenho Chen; Peimeng Guan; Chiraag Kaushik; Belen Martin-Urcelay; Alex Saad-Falcon; Nakul Singh (CoRR, 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 (J. Mach. Learn. Res., 2024)

New Equivalences between Interpolation and SVMs: Kernels and Structured Features. - Chiraag Kaushik; Andrew D. McRae; Mark A. Davenport; Vidya Muthukumar (SIAM J. Math. Data Sci., 2024)