| The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective CH Lin, C Kaushik, EL Dyer, V Muthukumar Journal of Machine Learning Research 25 (91), 1-85, 2024 | 10 | 2024 |
| Network topology change-point detection from graph signals with prior spectral signatures C Kaushik, TM Roddenberry, S Segarra ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 6 | 2021 |
| New equivalences between interpolation and svms: Kernels and structured features C Kaushik, AD McRae, MA Davenport, V Muthukumar arXiv preprint arXiv:2305.02304, 2023 | 2 | 2023 |
| Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance C Kaushik, R Liu, CH Lin, A Khera, MY Jin, W Ma, V Muthukumar, EL Dyer arXiv preprint arXiv:2402.11742, 2024 | 1 | 2024 |
| Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks C Kaushik, J Romberg, V Muthukumar arXiv preprint arXiv:2406.02769, 2024 | | 2024 |
