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stat.ML2026
BVFLMSP : Bayesian Vertical Federated Learning for Multimodal Survival with Privacy
Abhilash Kar, Basisth Saha, Tanmay Sen +1
Multimodal time-to-event prediction often requires integrating sensitive data distributed across multiple parties, making centralized model training impractical due to privacy cons…
stat.ML2026
Trust Region Constrained Bayesian Optimization with Penalized Constraint Handling
Raju Chowdhury, Tanmay Sen, Prajamitra Bhuyan +1
Constrained optimization in high-dimensional black-box settings is difficult due to expensive evaluations, the lack of gradient information, and complex feasibility regions. In thi…