Danielle Belgrave

4 papers · 2022–2026 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

AISTATS (2) AAAI (1) CLEAR (1)

Top co-authors

Kim Branson (3) Anshul Thakur (3) David A. Clifton (3) Soheila Molaei (3) Patrick Schwab (3) Fazle Rabbi (1) Elena Gal (1) Xiao Gu (1) Bahareh Fatemi (1) Arnoud De Kroon (1)

Keywords

federated learning (1) causal discovery (1) message passing (1) sequential decision (1) thompson sampling (1) electronic health record (1) neuro-symbolic learning (1) causal bandit (1) data-view heterogeneity (1) relational graph (1) separating set (1)

Papers

Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling AAAI 2026

Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation AISTATS 2025

Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation AISTATS 2025

Causal Bandits without prior knowledge using separating sets CLEAR 2022