Soumik Pal

According to our database, Soumik Pal authored at least 10 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Benefits of Balance: From Information Projections to Variance Reduction.

Lang Liu, Ronak Mehta, Soumik Pal, Zaïd Harchaoui

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Stochastic optimization on matrices and a graphon McKean-Vlasov limit.

Zaïd Harchaoui, Sewoong Oh, Soumik Pal, Raghav Somani, Raghavendra Tripathi

CoRR, 2022

Entropy Regularized Optimal Transport Independence Criterion.

Lang Liu, Soumik Pal, Zaïd Harchaoui

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates.

Nicholas J. Irons, Meyer Scetbon, Soumik Pal, Zaïd Harchaoui

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Community detection in the sparse hypergraph stochastic block model.

Soumik Pal, Yizhe Zhu

Random Struct. Algorithms, 2021

Gradient flows on graphons: existence, convergence, continuity equations.

Sewoong Oh, Soumik Pal, Raghav Somani, Raghav Tripathi

CoRR, 2021

2020

Projections of the Aldous chain on binary trees: Intertwining and consistency.

Noah Forman, Soumik Pal, Douglas Rizzolo, Matthias Winkel

Random Struct. Algorithms, 2020

Twin peaks.

Krzysztof Burdzy, Soumik Pal

Random Struct. Algorithms, 2020

2016

Exponentially concave functions and a new information geometry.

Soumik Pal, Ting-Kam Leonard Wong

CoRR, 2016

2012

Brownian Approximation to Counting Graphs.

Soumik Pal

SIAM J. Discret. Math., 2012