Table of Contents

• The Two Faces of Active LearningSanjoy Dasgupta. 1 [doi]
• Inference and Learning in PlanningHector Geffner. 2 [doi]
• Mining Heterogeneous Information Networks by Exploring the Power of LinksJiawei Han. 3 [doi]
• Learning and Domain AdaptationYishay Mansour. 4-6 [doi]
• Learning on the WebFernando C. N. Pereira. 7 [doi]
• Pure Exploration in Multi-armed Bandits ProblemsSébastien Bubeck, Rémi Munos, Gilles Stoltz. 23-37 [doi]
• The Follow Perturbed Leader Algorithm Protected from Unbounded One-Step LossesVladimir V. V yugin. 38-52 [doi]
• Computable Bayesian Compression for Uniformly Discretizable Statistical ModelsLukasz Debowski. 53-67 [doi]
• St. Petersburg Portfolio GamesLászló Györfi, Péter Kevei. 83-96 [doi]
• Reconstructing Weighted Graphs with Minimal Query ComplexityNader H. Bshouty, Hanna Mazzawi. 97-109 [doi]
• Learning Unknown GraphsNicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale. 110-125 [doi]
• Completing Networks Using Observed DataTatsuya Akutsu, Takeyuki Tamura, Katsuhisa Horimoto. 126-140 [doi]
• Average-Case Active Learning with CostsAndrew Guillory, Jeff A. Bilmes. 141-155 [doi]
• Canonical Horn Representations and Query LearningMarta Arias, José L. Balcázar. 156-170 [doi]
• Learning Finite Automata Using Label QueriesDana Angluin, Leonor Becerra-Bonache, Adrian Horia Dediu, Lev Reyzin. 171-185 [doi]
• Characterizing Statistical Query Learning: Simplified Notions and ProofsBalázs Szörényi. 186-200 [doi]
• An Algebraic Perspective on Boolean Function LearningRicard Gavaldà, Denis Thérien. 201-215 [doi]
• Adaptive Estimation of the Optimal ROC Curve and a Bipartite Ranking AlgorithmStéphan Clémençon, Nicolas Vayatis. 216-231 [doi]
• Complexity versus Agreement for Many ViewsOdalric-Ambrym Maillard, Nicolas Vayatis. 232-246 [doi]
• Error-Correcting TournamentsAlina Beygelzimer, John Langford, Pradeep Ravikumar. 247-262 [doi]
• Difficulties in Forcing Fairness of Polynomial Time Inductive InferenceJohn Case, Timo Kötzing. 263-277 [doi]
• Learning Mildly Context-Sensitive Languages with Multidimensional Substitutability from Positive DataRyo Yoshinaka. 278-292 [doi]
• Uncountable Automatic Classes and LearningSanjay Jain, Qinglong Luo, Pavel Semukhin, Frank Stephan. 293-307 [doi]
• Iterative Learning from Texts and Counterexamples Using Additional InformationSanjay Jain, Efim B. Kinber. 308-322 [doi]
• Incremental Learning with Ordinal Bounded Example MemoryLorenzo Carlucci. 323-337 [doi]
• Learning from StreamsSanjay Jain, Frank Stephan, Nan Ye. 338-352 [doi]
• Smart PAC-LearnersHans-Ulrich Simon. 353-367 [doi]
• Approximation Algorithms for Tensor ClusteringStefanie Jegelka, Suvrit Sra, Arindam Banerjee. 368-383 [doi]
• Agnostic ClusteringMaria-Florina Balcan, Heiko Röglin, Shang-Hua Teng. 384-398 [doi]