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Promit Ghosal

5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (3) ICLR (1) UAI (1)

Top co-authors

Sujai Hiremath (2) Kyra Gan (2) Krishna Balasubramanian (1) NABARUN DEB (1) Bodhisattva Sen (1) Tianle Liu (1) Sayan Banerjee (1) Natesh Pillai (1) Mengxiao Gao (1) Jacqueline Maasch (1)

Keywords

variational inference (1) kl divergence (1) stein variational gradient descent (1) particle method (1) additive noise model (1) constraint-based algorithm (1) topological sorting (1) global causal discovery (1)

Papers

Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent ICLR 2025 LoSAM: Local Search in Additive Noise Models with Mixed Mechanisms and General Noise for Global Causal Discovery UAI 2025 Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models NIPS 2024 Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent NIPS 2023 Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections NIPS 2021