Kim Branson
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
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Trend Setter
Venues
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Research topics
Keywords
federated learning
(2)
multi-task learning
(1)
structure learning
(1)
model aggregation
(1)
time series
(1)
message passing
(1)
parameter sharing
(1)
dynamical system
(1)
neural ordinary differential equation
(1)
data heterogeneity
(1)
stochastic differential equation
(1)
electronic health record
(1)
non-iid data
(1)
mode connectivity
(1)
neuro-symbolic learning
(1)
data-view heterogeneity
(1)
gradient conflict
(1)
clinical task
(1)
score-based learning
(1)
lazy training
(1)
Papers
Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling
AAAI 2026
Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation
AISTATS 2025
Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation
AISTATS 2025
Neural graphical modelling in continuous-time: consistency guarantees and algorithms
ICLR 2022