Papers
Sparse Probabilistic Matrix Factorization by Laplace Distribution for Collaborative Filtering
Liping Jing, Peng Wang, Liu Yang
Differentially Private Matrix Factorization
Jingyu Hua, Chang Xia, Sheng Zhong
A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews
Guang-Neng Hu, Xin-Yu Dai, Yunya Song et al.
Music Recommenders: User Evaluation Without Real Users?
Susan Craw, Ben Horsburgh, Stewart Massie
Optimal Greedy Diversity for Recommendation
Azin Ashkan, Branislav Kveton, Shlomo Berkovsky et al.
MORRF*: Sampling-Based Multi-Objective Motion Planning
Daqing Yi, Michael A. Goodrich, Kevin D Seppi
An Iterative Approach to Synthesize Data Transformation Programs
Bo Wu, Craig A. Knoblock
Multi-Objective POMDPs with Lexicographic Reward Preferences
Kyle Hollins Wray, Shlomo Zilberstein
Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning
Martin Wehrle, Malte Helmert, Alexander Shleyfman et al.
On the Effective Configuration of Planning Domain Models
Mauro Vallati, Frank Hutter, Lukas Chrpa et al.
Polynomial-Time Reformulations of LTL Temporally Extended Goals into Final-State Goals
Jorge Torres, Jorge A. Baier
Simulation-Based Admissible Dominance Pruning
álvaro Torralba, Jörg Hoffmann
Planning for Stochastic Games with Co-Safe Objectives
Lei Song, Yuan Feng, Lijun Zhang
Deordering and Numeric Macro Actions for Plan Repair
Enrico Scala, Pietro Torasso
Point-Based Planning for Multi-Objective POMDPs
Diederik Marijn Roijers, Shimon Whiteson, Frans A. Oliehoek
Models of Action Concurrency in Temporal Planning
Jussi Rintanen
Adversarial Hierarchical-Task Network Planning for Complex Real-Time Games
Santiago Ontanon, Michael Buro
Factored Upper Bounds for Multiagent Planning Problems under Uncertainty with Non-Factored Value Functions
Frans Adriaan Oliehoek, Matthijs T. J. Spaan, Stefan John Witwicki
Sorting Sequential Portfolios in Automated Planning
Sergio Núñez, Daniel Borrajo, Carlos Linares López
Compiling Away Uncertainty in Strong Temporal Planning with Uncontrollable Durations
Andrea Micheli, Minh Do, David E. Smith
Exploratory Digraph Navigation Using A*
Fabrice Mayran de Chamisso, Laurent Soulier, Michaël Aupetit
Action2Activity: Recognizing Complex Activities from Sensor Data
Ye Liu, Liqiang Nie, Lei Han et al.
Classical Planning with Simulators: Results on the Atari Video Games
Nir Lipovetzky, Miquel Ramirez, Hector Geffner
Metareasoning for Planning Under Uncertainty
Christopher H. Lin, Andrey Kolobov, Ece Kamar et al.
Probabilistic Knowledge-Based Programs
Jérôme Lang, Bruno Zanuttini