Ghosh, Subhroshekhar
- Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors
2021/06/29 by Liu, Zhaoqiang, Ghosh, Subhroshekhar, Scarlett, Jonathan · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Gaussian complex zeros on the hole event: the emergence of a forbidden\n region
2016/08/31 by Subhroshekhar Ghosh, Alon Nishry, Ghosh, Subhroshekhar +1 · 1 citation
Mathematics · #Geometry and complex manifolds #Stochastic processes and statistical mechanics #advanced mathematical theories
- Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos
2020/08/07 by Ghosh, Subhroshekhar, Balasubramanian, Krishnakumar, Yang, Xiaochuan · 1 citation
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Statistics Theory (math.ST)
- Generative Principal Component Analysis
2022/03/18 by Zhaoqiang Liu, Liu, Zhaoqiang, Jiulong Liu +7 · 1 citation
Computer Science · Physics and Astronomy · #Medical Image Segmentation Techniques #Advanced X-ray Imaging Techniques #Advanced Neural Network Applications
- Small coresets via negative dependence: DPPs, linear statistics, and concentration
2024/11/01 by Bardenet, Rémi, Ghosh, Subhroshekhar, Simon-Onfroy, Hugo +1 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)