Pandit, Parthe

14 publications

AISTATS 2025 AxlePro: Momentum-Accelerated Batched Training of Kernel Machines Yiming Zhang, Parthe Pandit

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

NeurIPS 2025 Fast Training of Large Kernel Models with Delayed Projections Amirhesam Abedsoltan, Siyuan Ma, Parthe Pandit, Mikhail Belkin

JMLR 2025 Universality of Kernel Random Matrices and Kernel Regression in the Quadratic Regime Parthe Pandit, Zhichao Wang, Yizhe Zhu

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

AISTATS 2024 On the Nyström Approximation for Preconditioning in Kernel Machines Amirhesam Abedsoltan, Parthe Pandit, Luis Rademacher, Mikhail Belkin

ICML 2023 Toward Large Kernel Models Amirhesam Abedsoltan, Mikhail Belkin, Parthe Pandit

NeurIPS 2022 Benign, Tempered, or Catastrophic: Toward a Refined Taxonomy of Overfitting Neil Mallinar, James Simon, Amirhesam Abedsoltan, Parthe Pandit, Misha Belkin, Preetum Nakkiran

NeurIPS 2022 Instability and Local Minima in GAN Training with Kernel Discriminators Evan Becker, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher

ICML 2021 Implicit Bias of Linear RNNs Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K Fletcher

ICML 2020 Generalization Error of Generalized Linear Models in High Dimensions Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson Fletcher

NeurIPS 2020 Matrix Inference and Estimation in Multi-Layer Models Parthe Pandit, Mojtaba Sahraee Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher

AISTATS 2019 Sparse Multivariate Bernoulli Processes in High Dimensions Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash Amini, Sundeep Rangan, Alyson K. Fletcher

NeurIPS 2018 Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis Alyson K. Fletcher, Parthe Pandit, Sundeep Rangan, Subrata Sarkar, Philip Schniter