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Posts by Collection
portfolio
Portfolio item number 2
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publications
[Spotlight] Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models
Published in NeurIPS, 2024
Recommended citation: F. Kunstner, A. Milligan, R. Yadav, M. Schmidt, A. Bietti, Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models, NeurIPS, 2024.
[Oral] Provable Benefit of Sign Descent: A Minimal Model Under Heavy-Tailed Class Imbalance.
Published in NeurIPS OPT Workshop, 2025
Recommended citation: R. Yadav, S. Xie, T. Wang, Z. Li, Provable Benefit of Sign Descent: A Minimal Model Under Heavy-Tail Class Imbalance, NeurIPS OPT Workshop, 2025
RETRO SYNFLOW: Discrete Flow Matching for Accurate and Diverse Single-Step Retrosynthesis
Published in NeurIPS, 2025
Recommended citation: R. Yadav, Q. Yan, G. Wolf, J. Bose, R. Liao, RetroSynFlow: Flow Matching for Accurate and Diverse Single-Step Retrosynthesis, NeurIPS, 2025
Local Curvature Descent: Squeezing More Curvature out of Standard and Polyak Gradient Descent
Published in NeurIPS, 2025
Recommended citation: P. Richtárik, S. M. Giancola, D. Lubczyk, R. Yadav, Local Curvature Descent: Squeezing More Curvature out of Standard and Polyak Gradient Descent, NeurIPS, 2025
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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