ML Anthology

Yadav, Robin

6 publications

NeurIPS 2025 Local Curvature Descent: Squeezing More Curvature Out of Standard and Polyak Gradient Descent Peter Richtárik, Simone Maria Giancola, Dymitr Lubczyk, Robin Yadav
NeurIPS 2025 RETRO SYNFLOW: Discrete Flow-Matching for Accurate and Diverse Single-Step Retrosynthesis Robin Yadav, Qi Yan, Guy Wolf, Joey Bose, Renjie Liao
NeurIPS 2024 Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models Frederik Kunstner, Alan Milligan, Robin Yadav, Mark Schmidt, Alberto Bietti
NeurIPSW 2024 Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models Frederik Kunstner, Alan Milligan, Robin Yadav, Mark Schmidt, Alberto Bietti
NeurIPSW 2024 Local Curvature Descent: Squeezing More Curvature Out of Standard and Polyak Gradient Descent Peter Richtárik, Simone Maria Giancola, Dymitr Lubczyk, Robin Yadav
NeurIPSW 2023 Why Adam Outperforms Gradient Descent on Language Models: A Heavy-Tailed Class Imbalance Problem Robin Yadav, Frederik Kunstner, Mark Schmidt, Alberto Bietti