Abstract is missing.
- Editors' IntroductionSanjay Jain, Rémi Munos, Frank Stephan, Thomas Zeugmann. 1-12 [doi]
- Learning and Optimizing with PreferencesNir Ailon. 13-21 [doi]
- Efficient Algorithms for Combinatorial Online PredictionEiji Takimoto, Kohei Hatano. 22-32 [doi]
- Exact Learning from Membership Queries: Some Techniques, Results and New DirectionsNader H. Bshouty. 33-52 [doi]
- Universal Algorithm for Trading in Stock Market Based on the Method of CalibrationVladimir V. V'yugin. 53-67 [doi]
- Combinatorial Online Prediction via MetaroundingTakahiro Fujita, Kohei Hatano, Eiji Takimoto. 68-82 [doi]
- On Competitive RecommendationsJara Uitto, Roger Wattenhofer. 83-97 [doi]
- Online PCA with Optimal RegretsJiazhong Nie, Wojciech Kotlowski, Manfred K. Warmuth. 98-112 [doi]
- Partial Learning of Recursively Enumerable LanguagesZiyuan Gao, Frank Stephan, Sandra Zilles. 113-127 [doi]
- Topological Separations in Inductive InferenceJohn Case, Timo Kötzing. 128-142 [doi]
- PAC Learning of Some Subclasses of Context-Free Grammars with Basic Distributional Properties from Positive DataChihiro Shibata, Ryo Yoshinaka. 143-157 [doi]
- Universal Knowledge-Seeking Agents for Stochastic EnvironmentsLaurent Orseau, Tor Lattimore, Marcus Hutter. 158-172 [doi]
- Order Compression SchemesMalte Darnstädt, Thorsten Doliwa, Hans-Ulrich Simon, Sandra Zilles. 173-187 [doi]
- Learning a Bounded-Degree Tree Using Separator QueriesM. Jagadish, Anindya Sen. 188-202 [doi]
- Faster Hoeffding Racing: Bernstein Races via Jackknife EstimatesPo-Ling Loh, Sebastian Nowozin. 203-217 [doi]
- Robust Risk-Averse Stochastic Multi-armed BanditsOdalric-Ambrym Maillard. 218-233 [doi]
- An Efficient Algorithm for Learning with Semi-bandit FeedbackGergely Neu, Gábor Bartók. 234-248 [doi]
- Differentially-Private Learning of Low Dimensional ManifoldsAnna Choromanska, Krzysztof Choromanski, Geetha Jagannathan, Claire Monteleoni. 249-263 [doi]
- Generalization and Robustness of Batched Weighted Average Algorithm with V-Geometrically Ergodic Markov DataViet Cuong Nguyen, Lam Si Tung Ho, Vu Dinh. 264-278 [doi]
- Adaptive Metric Dimensionality ReductionLee-Ad Gottlieb, Aryeh Kontorovich, Robert Krauthgamer. 279-293 [doi]
- Dimension-Adaptive Bounds on Compressive FLD ClassificationAta Kabán, Robert J. Durrant. 294-308 [doi]
- Bayesian Methods for Low-Rank Matrix Estimation: Short Survey and Theoretical StudyPierre Alquier. 309-323 [doi]
- Concentration and Confidence for Discrete Bayesian Sequence PredictorsTor Lattimore, Marcus Hutter, Peter Sunehag. 324-338 [doi]
- Algorithmic Connections between Active Learning and Stochastic Convex OptimizationAaditya Ramdas, Aarti Singh. 339-353 [doi]
- Unsupervised Model-Free Representation LearningDaniil Ryabko. 354-366 [doi]
- Fast Spectral Clustering via the Nyström MethodAnna Choromanska, Tony Jebara, HyungTae Kim, Mahesh Mohan, Claire Monteleoni. 367-381 [doi]
- Nonparametric Multiple Change Point Estimation in Highly Dependent Time SeriesAzadeh Khaleghi, Daniil Ryabko. 382-396 [doi]