Subhro Ghosh
National University of Singapore
H-index: 14
Asia-Singapore
Top articles of Subhro Ghosh
Learning Networks from Gaussian Graphical Models and Gaussian Free Fields
Journal of Statistical Physics
2024/4/1
Subhro Ghosh
H-Index: 10
Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing
arXiv preprint arXiv:2402.17595
2024/2/27
Subhro Ghosh
H-Index: 10
Approximate Gibbsian structure in strongly correlated point fields and generalized Gaussian zero ensembles
Communications on Pure and Applied Mathematics
2023/12/21
Minimax-optimal estimation for sparse multi-reference alignment with collision-free signals
arXiv preprint arXiv:2312.07839
2023/12/13
Subhro Ghosh
H-Index: 10
Sparse multi-reference alignment: Phase retrieval, uniform uncertainty principles and the beltway problem
Foundations of Computational Mathematics
2023/10
Maximum Likelihood Estimation Under Constraints: Singularities and Random Critical Points
IEEE Transactions on Information Theory
2023/9/22
Dictionary Learning under Symmetries via Group Representations
arXiv preprint arXiv:2305.19557
2023/5/31
Learning with latent group sparsity via heat flow dynamics on networks
arXiv preprint arXiv:2201.08326
2022/1/20
Disordered complex networks: energy optimal lattices and persistent homology
IEEE Transactions on Information Theory
2022/4/7
Generative principal component analysis
arXiv preprint arXiv:2203.09693
2022/3/18
Signal analysis via the stochastic geometry of spectrogram level sets
IEEE Transactions on Signal Processing
2022/2/23
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD
Advances in Neural Information Processing Systems
2021/12/6
Towards sample-optimal compressive phase retrieval with sparse and generative priors
Advances in Neural Information Processing Systems
2021/12/6
Robust 1-bit compressive sensing with partial Gaussian circulant matrices and generative priors
2021/10/17
Fluctuation and entropy in spectrally constrained random fields
Communications in Mathematical Physics
2021/9
Quantitative Marcinkiewicz's theorem and central limit theorems: applications to spin systems and point processes
arXiv preprint arXiv:2107.08469
2021/7/18
Rigidity hierarchy in random point fields: random polynomials and determinantal processes
Communications in Mathematical Physics
2021
Subhro Ghosh
H-Index: 10
Transmission and navigation on disordered lattice networks, directed spanning forests and Brownian web
Journal of Statistical Physics
2020/9
Learning from DPPs via Sampling: Beyond HKPV and symmetry
arXiv preprint arXiv:2007.04287
2020/7/8
Gaussian determinantal processes: A new model for directionality in data
Proceedings of the National Academy of Sciences
2020/5/28
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