Sourabh Balgi

3 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🏆 Keyword Champion (3) 📈 Trend Setter

Venues

PGM (2) AAAI (1)

Top co-authors

Adel Daoud (3) Jose M. Peña (3)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Machine Learning (2) Bayesian & Probabilistic · Artificial Intelligence (2) Core Methods (2) Models (2) Mathematics & Optimization (1) Bayesian & Probabilistic · Machine Learning (1) Learning Types (1) Optimization (1)

Keywords

average causal effect (3) normalizing flow (3) counterfactual inference (2) structural causal model (2) gaussian copula (1) unobserved confounding (1) personalized treatment (1) personalized public policy (1) causal-graphical normalizing flow (1) causal inference (1) individual causal effect (1) variational inference (1) public policy (1) sensitivity analysis (1)

Papers

$ρ$-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows PGM 2024 Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows PGM 2024 Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022