Publications

• Disentangling the Mechanisms Behind Implicit Regularization in SGD

  Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Lipton
  International Conference on Learning Representations (ICLR), 2023

• Parametric Complexity Bounds for Approximating PDEs with Neural Networks

  Tanya Marwah, Zachary Lipton, Andrej Risteski
  Advances in Neural Information Processing Systems (NeurIPS), 2021