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• Chance-Constrained Scheduling via Conflict-Directed Risk Allocation

  Andrew Wang, Brian Williams

  2015-03-04

• On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions

  Aaditya Ramdas, Sashank Jakkam Reddi, Barnabas Poczos, Aarti Singh, Larry Wasserman

  2015-03-04

• Stable Model Counting and Its Application in Probabilistic Logic Programming

  Rehan Aziz, Geoffrey Chu, Christian Muise, Peter Stuckey

  2015-03-04

• Knowledge-Based Probabilistic Logic Learning

  Phillip Odom, Tushar Khot, Reid Porter, Sriraam Natarajan

  2015-03-04

• An Improved Lower Bound for Bayesian Network Structure Learning

  Xiannian Fan, Changhe Yuan

  2015-03-04

• On Interruptible Pure Exploration in Multi-Armed Bandits

  Alexander Shleyfman, Antonín Komenda, Carmel Domshlak

  2015-03-04

• Hierarchical Monte-Carlo Planning

  Ngo Anh Vien, Marc Toussaint

  2015-03-04

• An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks

  Xiaoyuan Zhu, Changhe Yuan

  2015-03-04

• Loss-Calibrated Monte Carlo Action Selection

  Ehsan Abbasnejad, Justin Domke, Scott Sanner

  2015-03-04

• Value of Information Based on Decision Robustness

  Suming Chen, Arthur Choi, Adnan Darwiche

  2015-03-04

• Optimal Cost Almost-Sure Reachability in POMDPs

  Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia

  2015-03-04

• Linear-Time Gibbs Sampling in Piecewise Graphical Models

  Hadi Afshar, Scott Sanner, Ehsan Abbasnejad

  2015-03-04

• Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks

  Jeremy Weiss, Sriraam Natarajan, C. Page

  2015-03-04

• Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity

  Fabio Cozman, Denis Maua

  2015-03-04

• Recovering Causal Effects from Selection Bias

  Elias Bareinboim, Jin Tian

  2015-03-04

• Lifted Probabilistic Inference for Asymmetric Graphical Models

  Guy Van den Broeck, Mathias Niepert

  2015-03-04

• Representing Aggregators in Relational Probabilistic Models

  David Buchman, David Poole

  2015-03-04

• Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs

  Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate

  2015-03-04

• Lifting Model Sampling for General Game Playing to Incomplete-Information Models

  Michael Schofield, Michael Thielscher

  2015-03-04

• Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation

  Mathew Monfort, Anqi Liu, Brian Ziebart

  2015-03-04

• Spatio-Spectral Exploration Combining In Situ and Remote Measurements

  David Thompson, David Wettergreen, Greydon Foil, Michael Furlong, Anatha Kiran

  2015-03-04

• Proximal Operators for Multi-Agent Path Planning

  Jose Bento, Nate Derbinsky, Charles Mathy, Jonathan Yedidia

  2015-03-04

• Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web

  Yezhou Yang, Yi Li, Cornelia Fermuller, Yiannis Aloimonos

  2015-03-04

• This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction

  Morteza Lahijanian, Shaull Almagor, Dror Fried, Lydia Kavraki, Moshe Vardi

  2015-03-04

• Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric

  Robert Goldman, Ugur Kuter

  2015-03-04