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• Efficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs

  Valeriy Balabanov, Jie-Hong Jiang, Mikolas Janota, Magdalena Widl

  2015-03-04

• Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation

  Thomas Keller, Florian Geißer

  2015-03-04

• Linear-Time Gibbs Sampling in Piecewise Graphical Models

  Hadi Afshar, Scott Sanner, Ehsan Abbasnejad

  2015-03-04

• Proximal Operators for Multi-Agent Path Planning

  Jose Bento, Nate Derbinsky, Charles Mathy, Jonathan Yedidia

  2015-03-04

• Crowdsourced Action-Model Acquisition for Planning

  Hankz Zhuo

  2015-03-04

• Robustness in Probabilistic Temporal Planning

  Jeb Brooks, Emilia Reed, Alexander Gruver, James Boerkoel

  2015-03-04

• Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation

  Matteo Pirotta, Simone Parisi, Marcello Restelli

  2015-02-21

• Self-Paced Curriculum Learning

  Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander Hauptmann

  2015-02-21

• V-MIN: Efficient Reinforcement Learning through Demonstrations and Relaxed Reward Demands

  David Martínez, Guillem Alenyà, Carme Torras

  2015-02-21

• Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers

  Hu Ding, Jinhui Xu

  2015-02-21

• Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length

  Ashequl Qadir, Pablo Mendes, Daniel Gruhl, Neal Lewis

  2015-02-19

• Scalable Planning and Learning for Multiagent POMDPs

  Christopher Amato, Frans Oliehoek

  2015-02-18

• Distributed Multiplicative Weights Methods for DCOP

  Daisuke Hatano, Yuichi Yoshida

  2015-02-18

• Efficient Benchmarking of Hyperparameter Optimizers via Surrogates

  Katharina Eggensperger, Frank Hutter, Holger Hoos, Kevin Leyton-Brown

  2015-02-16

• Lagrangian Decomposition Algorithm for Allocating Marketing Channels

  Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi

  2015-02-16

• What’s Hot in Crowdsourcing and Human Computation

  Jeffrey Bigham

  2015-03-04

• On a Competitive Secretary Problem

  Anna Karlin, Eric Lei

  2015-02-16

• Approximating Optimal Social Choice under Metric Preferences

  Elliot Anshelevich, Onkar Bhardwaj, John Postl

  2015-02-16

• Visualizing Inference

  Henry Lieberman, Joe Henke

  2015-03-04

• Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters

  Wei Kuang, Laura Brown, Zhenlin Wang

  2015-03-04

• Multi-Agent Team Formation: Solving Complex Problems by Aggregating Opinions

  Leandro Soriano Marcolino

  2015-03-04

• Power System Restoration With Transient Stability

  Hassan Hijazi, Terrence W.K. Mak, Pascal Van Hentenryck

  2015-02-10

• Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter

  Virgile Landeiro Dos Reis, Aron Culotta

  2015-02-09

• A Probabilistic Model for Bursty Topic Discovery in Microblogs

  Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng

  2015-02-09

• An Axiomatic Approach to Link Prediction

  Sara Cohen, Aviv Zohar

  2015-02-09