Promit Ghosal

According to our database, Promit Ghosal authored at least 4 papers between 2021 and 2023.

Collaborative distances:

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

2023

From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression.

Xuxing Chen, Krishnakumar Balasubramanian, Promit Ghosal, Bhavya Agrawalla

CoRR, 2023

Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent.

Tianle Liu, Promit Ghosal, Krishnakumar Balasubramanian, Natesh S. Pillai

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Randomly Initialized One-Layer Neural Networks Make Data Linearly Separable.

Promit Ghosal, Srinath Mahankali, Yihang Sun

CoRR, 2022

2021

Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections.

Nabarun Deb, Promit Ghosal, Bodhisattva Sen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021