conftrace_

normalized maximum likelihood

7 papers

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Also known as

NML

Co-occurring keywords

logarithmic loss (13) jeffreys prior (5) dirichlet prior (20) bayesian prediction (7) minimax regret (74) sequential prediction (57) bayesian inference (1907) sequential probability assignment (4) contextual shtarkov sum (1) maximum likelihood estimator (30)

Papers

Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood NIPS 2024
MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning ICML 2021
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures AISTATS 2018
Minimax Optimal Bayes Mixtures for Memoryless Sources over Large Alphabets ALT 2018
Achievability of Asymptotic Minimax Regret by Horizon-Dependent and Horizon-Independent Strategies JMLR 2015
The Optimality of Jeffreys Prior for Online Density Estimation and the Asymptotic Normality of Maximum Likelihood Estimators COLT 2012
Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jeffreys Prior AISTATS 2012