Mallinar, Neil Rohit

4 publications

ICLR 2026 FACT: A First-Principles Alternative to the Neural Feature Ansatz for How Networks Learn Representations Enric Boix-Adserà, Neil Rohit Mallinar, James B Simon, Mikhail Belkin

ICML 2025 Emergence in Non-Neural Models: Grokking Modular Arithmetic via Average Gradient Outer Product Neil Rohit Mallinar, Daniel Beaglehole, Libin Zhu, Adityanarayanan Radhakrishnan, Parthe Pandit, Mikhail Belkin

NeurIPSW 2024 Emergence in Non-Neural Models: Grokking Modular Arithmetic via Average Gradient Outer Product Neil Rohit Mallinar, Daniel Beaglehole, Libin Zhu, Adityanarayanan Radhakrishnan, Parthe Pandit, Mikhail Belkin

ICML 2024 Minimum-Norm Interpolation Under Covariate Shift Neil Rohit Mallinar, Austin Zane, Spencer Frei, Bin Yu