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← Authors

Chiraag Kaushik

3 papers · 2024–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge

Conferences

ICML (1) JMLR (1) NIPS (1)

Top co-authors

Vidya Muthukumar (3) Chi-Heng Lin (2) Matthew Y Jin (1) Amrit Khera (1) Eva L Dyer (1) Justin Romberg (1) Ran Liu (1) Eva L. Dyer (1) Wenrui Ma (1)

Keywords

sparse recovery (1) data augmentation (1) ridge regression (1) asymptotic analysis (1) spectral regularization (1) alternating minimization (1) linear neural network (1) overparameterized model (1) linear model (1) reweighted least square (1)

Papers

Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks NIPS 2024 Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance ICML 2024 The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective JMLR 2024