conftrace_

Kim Branson

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

Achievements

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

Conferences

AISTATS (2) AAAI (1) ICLR (1)

Top co-authors

David A. Clifton (3) Danielle Belgrave (3) Patrick Schwab (3) Anshul Thakur (3) Soheila Molaei (3) Bahareh Fatemi (1) Elena Gal (1) Andreas L. Opdahl (1) Mihaela van der Schaar (1) Andrew Soltan (1)

Keywords

federated learning (1) message passing (1) electronic health record (1) neuro-symbolic learning (1) data-view heterogeneity (1) relational graph (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 Neural graphical modelling in continuous-time: consistency guarantees and algorithms ICLR 2022