Porcupine Neural Networks: (Almost) All Local Optima are Global. - Soheil Feizi; Hamid Javadi; Jesse M. Zhang; David Tse (CoRR, 2017)

Porcupine Neural Networks: Approximating Neural Network Landscapes. - Soheil Feizi; Hamid Javadi; Jesse M. Zhang; David Tse (NeurIPS, 2018)

An interpretable framework for clustering single-cell RNA-Seq datasets. - Jesse M. Zhang; Jue Fan; H. Christina Fan; David Rosenfeld; David N. C. Tse (BMC Bioinform., 2018)

Generalizable Adversarial Training via Spectral Normalization. - Farzan Farnia; Jesse M. Zhang; David Tse (ICLR (Poster), 2019)

Towards a Post-clustering Test for Differential Expression. - Jesse M. Zhang; Govinda M. Kamath; David N. C. Tse (RECOMB, 2019)

A Fourier-Based Approach to Generalization and Optimization in Deep Learning. - Farzan Farnia; Jesse M. Zhang; David N. C. Tse (IEEE J. Sel. Areas Inf. Theory, 2020)