Chiraag Kaushik

13 papers A* 2Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decomposing multimodal embedding spaces with group-sparse autoencoders.
CoRR
Chiraag Kaushik, Davis Barch, Andrea Fanelli
2025 J jnl
A general technique for approximating high-dimensional empirical kernel matrices.
CoRR
Chiraag Kaushik, Justin Romberg, Vidya Muthukumar
2024 A* conf
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance.
ICML
Chiraag Kaushik, Ran Liu, Chi-Heng Lin, Amrit Khera, Matthew Y. Jin, Wenrui Ma, Vidya Muthukumar, Eva L. Dyer
2024 J jnl
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance.
CoRR
Chiraag Kaushik, Ran Liu, Chi-Heng Lin, Amrit Khera, Matthew Y. Jin, Wenrui Ma, Vidya Muthukumar, Eva L. Dyer
2024 J jnl
MANGO: Disentangled Image Transformation Manifolds with Grouped Operators.
CoRR
Brighton Ancelin, Yenho Chen, Peimeng Guan, Chiraag Kaushik, Belen Martin-Urcelay, Alex Saad-Falcon, Nakul Singh
2024 J jnl
New Equivalences between Interpolation and SVMs: Kernels and Structured Features.
SIAM J. Math. Data Sci.
Chiraag Kaushik, Andrew D. McRae, Mark A. Davenport, Vidya Muthukumar
2024 A* conf
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks.
NeurIPS
Chiraag Kaushik, Justin Romberg, Vidya Muthukumar
2024 J jnl
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks.
CoRR
Chiraag Kaushik, Justin Romberg, Vidya Muthukumar
2024 J jnl
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective.
J. Mach. Learn. Res.
Chi-Heng Lin, Chiraag Kaushik, Eva L. Dyer, Vidya Muthukumar
2023 J jnl
New Equivalences Between Interpolation and SVMs: Kernels and Structured Features.
CoRR
Chiraag Kaushik, Andrew D. McRae, Mark A. Davenport, Vidya Muthukumar
2022 J jnl
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective.
CoRR
Chi-Heng Lin, Chiraag Kaushik, Eva L. Dyer, Vidya Muthukumar
2021 Misc conf
Network Topology Change-Point Detection from Graph Signals with Prior Spectral Signatures.
ICASSP
Chiraag Kaushik, T. Mitchell Roddenberry, Santiago Segarra
2020 J jnl
Network topology change-point detection from graph signals with prior spectral signatures.
CoRR
Chiraag Kaushik, T. Mitchell Roddenberry, Santiago Segarra