Shima Alizadeh

4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (7) 🌉 Interdisciplinary Bridge

Conferences

ICML (2) AISTATS (1) ICLR (1)

Top co-authors

Danielle C. Maddix (3) Gaurav Gupta (3) Michael W. Mahoney (2) S Chandra Mouli (1) Andrew Stuart (1) Nadim Saad (1) Aniruddha Bhargava (1) Karthick Gopalswamy (1) Branislav Kveton (1) Bernie Wang (1)

Keywords

bayesian inference (1) uncertainty quantification (1) multi-objective optimization (1) partial differential equation (1) scientific machine learning (1) off-policy optimization (1) inverse propensity scoring (1) conservation law (1) inverse propensity score (1) pessimistic estimator (1) porous medium equation (1)

Papers

Pessimistic Off-Policy Multi-Objective Optimization AISTATS 2024

Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs ICML 2024

Guiding continuous operator learning through Physics-based boundary constraints ICLR 2023

Learning Physical Models that Can Respect Conservation Laws ICML 2023