Ghosh, Subhroshekhar

5 publications

NeurIPS 2024 Small Coresets via Negative Dependence: DPPs, Linear Statistics, and Concentration Rémi Bardenet, Subhroshekhar Ghosh, Hugo Simon-Onfroy, Hoang Son Tran

ICLR 2022 Generative Principal Component Analysis Zhaoqiang Liu, Jiulong Liu, Subhroshekhar Ghosh, Jun Han, Jonathan Scarlett

NeurIPS 2021 Determinantal Point Processes Based on Orthogonal Polynomials for Sampling Minibatches in SGD Rémi Bardenet, Subhroshekhar Ghosh, Meixia Lin

NeurIPS 2021 Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors Zhaoqiang Liu, Subhroshekhar Ghosh, Jonathan Scarlett

ICML 2020 Fractal Gaussian Networks: A Sparse Random Graph Model Based on Gaussian Multiplicative Chaos Subhroshekhar Ghosh, Krishna Balasubramanian, Xiaochuan Yang