Vidya Muthukumar

5 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0009-0007-4538-9143

Publications

• General Loss Functions Lead to (Approximate) Interpolation in High Dimensions — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Just Wing It: Near-Optimal Estimation of Missing Mass in a Markovian Sequence — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Classification vs regression in overparameterized regimes: Does the loss function matter? — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Worst-case versus average-case design for estimation from partial pairwise comparisons — The Annals of Statistics 2020