Decision Making

Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination CVPR 2018 Adaptive Active Hypothesis Testing under Limited Information NeurIPS 2017 Adaptive Elicitation of Preferences under Uncertainty in Sequential Decision Making Problems IJCAI 2017 Is the Bellman residual a bad proxy? NeurIPS 2017 Achieving budget-optimality with adaptive schemes in crowdsourcing NeurIPS 2016 A Probabilistic Model of Social Decision Making based on Reward Maximization NeurIPS 2016 Decisions and Dependence in Influence Diagrams PGM 2016 Designing smoothing functions for improved worst-case competitive ratio in online optimization NeurIPS 2016 Human Decision-Making under Limited Time NeurIPS 2016 Pull the Plug? Predicting If Computers or Humans Should Segment Images CVPR 2016 Safe Policy Improvement by Minimizing Robust Baseline Regret NeurIPS 2016 Search Improves Label for Active Learning NeurIPS 2016 The Solution Path Algorithm for Identity-Aware Multi-Object Tracking CVPR 2016 A Bayesian Framework for Modeling Confidence in Perceptual Decision Making NeurIPS 2015 Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits NeurIPS 2015 A Theory of Decision Making Under Dynamic Context NeurIPS 2015 Bandits with Unobserved Confounders: A Causal Approach NeurIPS 2015 Combinatorial Cascading Bandits NeurIPS 2015 Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NeurIPS 2015 Learning From Small Samples: An Analysis of Simple Decision Heuristics NeurIPS 2015 Prediction of Search Targets From Fixations in Open-World Settings CVPR 2015 Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NeurIPS 2015 Softstar: Heuristic-Guided Probabilistic Inference NeurIPS 2015 When are Kalman-Filter Restless Bandits Indexable? NeurIPS 2015 Algorithm selection by rational metareasoning as a model of human strategy selection NeurIPS 2014