conftrace_

sequential prediction

57 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) recurrent neural network (1790) logarithmic loss (13) online prediction (32) bayesian inference (1907) imitation learning (744) conformal prediction (215) reinforcement learning (4352) minimax regret (74)

Papers

Fast Rates for Online Prediction with Abstention COLT 2020
Nonparametric Sequential Prediction While Deep Learning the Kernel AISTATS 2020
Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! IJCAI 2020
SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next AAAI 2019
On Asymptotic and Finite-Time Optimality of Bayesian Predictors JMLR 2019
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network CVPR 2019
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018
Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018
Sequential prediction with coded side information under logarithmic loss ALT 2018
Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks IJCAI 2017
Multi-Objective Non-parametric Sequential Prediction NIPS 2017
Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction ICML 2017
World of Bits: An Open-Domain Platform for Web-Based Agents ICML 2017
Universality of Bayesian mixture predictors ALT 2017
Heteroscedastic Sequences: Beyond Gaussianity ICML 2016
Convolutional Pose Machines CVPR 2016
Learning to Localize Little Landmarks CVPR 2016
Achievability of Asymptotic Minimax Regret by Horizon-Dependent and Horizon-Independent Strategies JMLR 2015
Online Learning via Sequential Complexities JMLR 2015
Max-Margin Infinite Hidden Markov Models ICML 2014
Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos CVPR 2014
Mixability in Statistical Learning NIPS 2012
Putting Bayes to sleep NIPS 2012
Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jeffreys Prior AISTATS 2012