Promit Ghosal

According to our database1, Promit Ghosal authored at least 7 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression.
Trans. Mach. Learn. Res., 2024

Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent.
CoRR, 2024

Hybrid Global Causal Discovery with Local Search.
CoRR, 2024

2023
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression.
CoRR, 2023

Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent.
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.
CoRR, 2022

2021
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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