Tobias Schröder

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer

Conferences

NIPS (2) AISTATS (1)

Top co-authors

Zijing Ou (2) Yingzhen Li (2) Andrew Duncan (2) Peter Yatsyshin (1) Paula Cordero Encinar (1) Jen Lim (1) Andrew B. Duncan (1) Sebastian Vollmer (1)

Keywords

energy-based model (2) markov chain monte carlo (2) diffusion process (1) stochastic process (1) score matching (1) probabilistic modelling (1) discrete datum (1) energy discrepancy (1) probabilistic modeling (1) variational decoder (1) synthetic data generation (1)

Papers

Deep Optimal Sensor Placement for Black Box Stochastic Simulations AISTATS 2025

Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces NIPS 2024

Energy Discrepancies: A Score-Independent Loss for Energy-Based Models NIPS 2023