Nikhil Anand

Most-cited papers

1. Mixture of Parrots: Experts improve memorization more than reasoning

   Samy Jelassi, Clara Mohri, David Brandfonbrener, A. Gu +6 more

   2024International Conference on Learning Representations24 citations

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2. Loss-to-Loss Prediction: Scaling Laws for All Datasets

   David Brandfonbrener, Nikhil Anand, Nikhil Vyas, Eran Malach +1 more

   2024Trans. Mach. Learn. Res.20 citations

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3. Decomposing Elements of Problem Solving: What "Math" Does RL Teach?

   Tian Qin, C. Park, Mujin Kwun, Aaron Walsman +4 more

   2025arXiv.org9 citations

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4. LOTION: Smoothing the Optimization Landscape for Quantized Training

   Mujin Kwun, Depen Morwani, C. Su, Stephanie Gil +2 more

   2025arXiv.org5 citations

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5. Characterization and Mitigation of Training Instabilities in Microscaling Formats

   Huang-Yuan Su, Mujin Kwun, Stephanie Gil, S. Kakade +1 more

   2025arXiv.org5 citations

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6. A Mechanistic Analysis of Low-Precision Instabilities in Microscaling Formats

   Huang-Yuan Su, Mujin Kwun, Stephanie Gil, S. Kakade +1 more

   2026Trans. Mach. Learn. Res.0 citations

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