conftrace_

sequential probability assignment

4 papers

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Co-occurring keywords

logarithmic loss (13) minimax regret (74) online learning (1777) normalized maximum likelihood (7) contextual shtarkov sum (1) smoothed analysis (14) maximum likelihood estimator (30) bayesian algorithm (4) truncated bayesian algorithm (1) sequential minimax regret (1)

Papers

Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood NIPS 2024
Smoothed Analysis of Sequential Probability Assignment NIPS 2023
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm NIPS 2022
Tight Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance ICML 2020