conftrace_

expert ensemble

3 papers

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Co-occurring keywords

multi-expert learning (8) continual fine-tuning (6) multiplicative regret (1) distributed routing (1) conformal inference (19) learning to defer (17) boosting algorithm (78) surrogate loss (94) online convex optimization (165) gradient boosting (147)

Papers

SEE: Continual Fine-tuning with Sequential Ensemble of Experts ACL 2025
Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles AISTATS 2023
Boosting for Online Convex Optimization ICML 2021