Soumik Pal

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 11

Top Topics

Generative Model

Information Geometry

Conditional Entropy

Stochastic Optimization

Top Venues

Random Struct. Algorithms

Publications

Zaïd Harchaoui, Sewoong Oh, Soumik Pal, Raghav Somani, Raghavendra Tripathi
Stochastic optimization on matrices and a graphon McKean-Vlasov limit. CoRR (2022)
Lang Liu, Soumik Pal, Zaïd Harchaoui
Entropy Regularized Optimal Transport Independence Criterion. AISTATS (2022)
Nicholas J. Irons, Meyer Scetbon, Soumik Pal, Zaïd Harchaoui
Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates. AISTATS (2022)
Sewoong Oh, Soumik Pal, Raghav Somani, Raghav Tripathi
Gradient flows on graphons: existence, convergence, continuity equations. CoRR (2021)
Soumik Pal, Yizhe Zhu
Community detection in the sparse hypergraph stochastic block model. Random Struct. Algorithms 59 (3) (2021)
Nicholas J. Irons, Meyer Scetbon, Soumik Pal, Zaïd Harchaoui
Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates. CoRR (2021)
Lang Liu, Soumik Pal, Zaïd Harchaoui
Entropy Regularized Optimal Transport Independence Criterion. CoRR (2021)
Krzysztof Burdzy, Soumik Pal
Twin peaks. Random Struct. Algorithms 56 (2) (2020)
Noah Forman, Soumik Pal, Douglas Rizzolo, Matthias Winkel
Projections of the Aldous chain on binary trees: Intertwining and consistency. Random Struct. Algorithms 57 (3) (2020)
Soumik Pal, Yizhe Zhu
Community Detection in the Sparse Hypergraph Stochastic Block Model. CoRR (2019)
Soumik Pal, Ting-Kam Leonard Wong
Exponentially concave functions and a new information geometry. CoRR (2016)
Soumik Pal
Brownian Approximation to Counting Graphs. SIAM J. Discret. Math. 26 (3) (2012)