Papers
Link Label Prediction in Signed Social Networks
Priyanka Agrawal, Vikas K. Garg, Ramasuri Narayanam
A Generalization of SAT and #SAT for Robust Policy Evaluation
Erik Zawadzki, André Platzer, Geoffery J. Gordon
Sample Complexity of Risk-Averse Bandit-Arm Selection
Jia Yuan Yu, Evdokia Nikolova
The Inclusion-Exclusion Rule and Its Application to the Junction Tree Algorithm
David Smith, Vibhav Gogate
Look versus Leap: Computing Value of Information with High-Dimensional Streaming Evidence
Stephanie Rosenthal, Dan Bohus, Ece Kamar et al.
Accurate Integration of Crowdsourced Labels Using Workers’ Self-Reported Confidence Scores
Satoshi Oyama, Yukino Baba, Yuko Sakurai et al.
Map Matching with Inverse Reinforcement Learning
Takayuki Osogami, Rudy Raymond
Inference for a New Probabilistic Constraint Logic
Steffen Michels, Arjen Hommersom, Peter J. F. Lucas et al.
Probabilistic Reasoning with Undefined Properties in Ontologically-Based Belief Networks
Chia-Li Kuo, David Buchman, Arzoo Katiyar et al.
An Exact Algorithm for Computing the Same-Decision Probability
Suming Chen, Arthur Choi, Adnan Darwiche
A Consensual Linear Opinion Pool
Arthur Carvalho, Kate Larson
Learning Visual Symbols for Parsing Human Poses in Images
Fang Wang, Yi Li
Hierarchical Object Discovery and Dense Modelling from Motion Cues in RGB-D Video
Jörg Stückler, Sven Behnke
Towards Active Event Recognition
Dimitri Ognibene, Yiannis Demiris
Upper Confidence Weighted Learning for Efficient Exploration in Multiclass Prediction with Binary Feedback
Hung Ngo, Matthew Luciw, Ngo Anh Vien et al.
Accelerated Robust Point Cloud Registration in Natural Environments through Positive and Unlabeled Learning
Maxime Latulippe, Alexandre Drouin, Philippe Giguère et al.
Rolling Dispersion for Robot Teams
Elizabeth A. Jensen, Maria Gini
Human Action Recognition Using a Temporal Hierarchy of Covariance Descriptors on 3D Joint Locations
Mohamed E. Hussein, Marwan Torki, Mohammad A. Gowayyed et al.
Handling Open Knowledge for Service Robots
Xiaoping Chen, Jianmin Ji, Zhiqiang Sui et al.
Refining Incomplete Planning Domain Models through Plan Traces
Hankz Hankui Zhuo, Tuan Nguyen, Subbarao Kambhampati
Action-Model Acquisition from Noisy Plan Traces
Hankz Hankui Zhuo, Subbarao Kambhampati
Robust Optimization for Hybrid MDPs with State-Dependent Noise
Zahra Zamani, Scott Sanner, Karina Valdivia Delgado et al.
Flexibility and Decoupling in the Simple Temporal Problem
Michel Wilson, Tomas Klos, Cees Witteveen et al.
Interactive Value Iteration for Markov Decision Processes with Unknown Rewards
Paul Weng, Bruno Zanuttini