sequential prediction

Max-Margin Infinite Hidden Markov Models ICML 2014 Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos CVPR 2014 Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jeffreys Prior AISTATS 2012 Mixability in Statistical Learning NeurIPS 2012 Putting Bayes to sleep NeurIPS 2012 A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning AISTATS 2011 Bounds on Individual Risk for Log-loss Predictors COLT 2011 Does an Efficient Calibrated Forecasting Strategy Exist? COLT 2011 Online Learning in Case of Unbounded Losses Using Follow the Perturbed Leader Algorithm JMLR 2011 Prediction strategies without loss NeurIPS 2011 Sequential Event Prediction with Association Rules COLT 2011 Bayesian variable order Markov models AISTATS 2010 Superior Guarantees for Sequential Prediction and Lossless Compression via Alphabet Decomposition JMLR 2006