conftrace_

unbounded loss

3 papers

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Co-occurring keywords · papers mentioning both

non-i.i.d. process (1) memorization rule (1) follow the regularized leader (1) learning bound (1) statistical bound (1) universal learning (1) chernoff bound (1) pac-bayes bound (1) regret bound (1) concentration inequality (1)

Papers

PAC-Bayes-Chernoff bounds for unbounded losses NeurIPS 2024 Universal Online Learning with Unbounded Losses: Memory Is All You Need ALT 2022 Non-Exponentially Weighted Aggregation: Regret Bounds for Unbounded Loss Functions ICML 2021