Search results for "ALT"

Hits ?▲	Authors	Title	Venue	Year	Link
35	Anastasia Pentina, Shai Ben-David	Multi-task and Lifelong Learning of Kernels.	ALT	2015	DBLP DOI BibTeX RDF
35	Kai Zhong, Prateek Jain 0002, Inderjit S. Dhillon	Efficient Matrix Sensing Using Rank-1 Gaussian Measurements.	ALT	2015	DBLP DOI BibTeX RDF
35	Liu Yang 0001, Steve Hanneke, Jaime G. Carbonell	Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks.	ALT	2015	DBLP DOI BibTeX RDF
35	Jan Leike, Marcus Hutter	Solomonoff Induction Violates Nicod's Criterion.	ALT	2015	DBLP DOI BibTeX RDF
35	Borja Balle, Mehryar Mohri	On the Rademacher Complexity of Weighted Automata.	ALT	2015	DBLP DOI BibTeX RDF
35	Takahiro Fujita, Kohei Hatano, Shuji Kijima, Eiji Takimoto	Online Linear Optimization for Job Scheduling Under Precedence Constraints.	ALT	2015	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Junqi Ma 0001, Frank Stephan 0001	Priced Learning.	ALT	2015	DBLP DOI BibTeX RDF
35	Hasan Abasi, Nader H. Bshouty, Hanna Mazzawi	Non-adaptive Learning of a Hidden Hypergraph.	ALT	2015	DBLP DOI BibTeX RDF
35	Francesco Orabona, Dávid Pál	Scale-Free Algorithms for Online Linear Optimization.	ALT	2015	DBLP DOI BibTeX RDF
35	Montserrat Hermo, Ana Ozaki	Exact Learning of Multivalued Dependencies.	ALT	2015	DBLP DOI BibTeX RDF
35	Ziyuan Gao, Frank Stephan 0001, Sandra Zilles	Combining Models of Approximation with Partial Learning.	ALT	2015	DBLP DOI BibTeX RDF
35	Giulia DeSalvo, Mehryar Mohri, Umar Syed	Learning with Deep Cascades.	ALT	2015	DBLP DOI BibTeX RDF
35	Jan Leike, Marcus Hutter	On the Computability of Solomonoff Induction and Knowledge-Seeking.	ALT	2015	DBLP DOI BibTeX RDF
35	Peter Bloem, Steven de Rooij, Pieter Adriaans	Two Problems for Sophistication.	ALT	2015	DBLP DOI BibTeX RDF
35	Yi-Te Hong, Chi-Jen Lu	Online Learning in Markov Decision Processes with Continuous Actions.	ALT	2015	DBLP DOI BibTeX RDF
35	Jeff M. Phillips, Yan Zheng 0001	Subsampling in Smoothed Range Spaces.	ALT	2015	DBLP DOI BibTeX RDF
35	Ilya O. Tolstikhin, Nikita Zhivotovskiy, Gilles Blanchard	Permutational Rademacher Complexity - A New Complexity Measure for Transductive Learning.	ALT	2015	DBLP DOI BibTeX RDF
35	Ziyuan Gao, Hans Ulrich Simon, Sandra Zilles	On the Teaching Complexity of Linear Sets.	ALT	2015	DBLP DOI BibTeX RDF
35	Dana Angluin, Dongqu Chen	Learning a Random DFA from Uniform Strings and State Information.	ALT	2015	DBLP DOI BibTeX RDF
35	Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles (eds.)	Algorithmic Learning Theory - 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings	ALT	2014	DBLP DOI BibTeX RDF
35	Laurent Bienvenu, Benoit Monin, Alexander Shen	Algorithmic Identification of Probabilities Is Hard.	ALT	2014	DBLP DOI BibTeX RDF
35	Prashanth L. A.	Policy Gradients for CVaR-Constrained MDPs.	ALT	2014	DBLP DOI BibTeX RDF
35	Christos Dimitrakakis, Blaine Nelson, Aikaterini Mitrokotsa, Benjamin I. P. Rubinstein	Robust and Private Bayesian Inference.	ALT	2014	DBLP DOI BibTeX RDF
35	Behnam Neyshabur, Yury Makarychev, Nathan Srebro	Clustering, Hamming Embedding, Generalized LSH and the Max Norm.	ALT	2014	DBLP DOI BibTeX RDF
35	Timo Kötzing, Raphaela Palenta	A Map of Update Constraints in Inductive Inference.	ALT	2014	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Timo Kötzing, Junqi Ma 0001, Frank Stephan 0001	On the Role of Update Constraints and Text-Types in Iterative Learning.	ALT	2014	DBLP DOI BibTeX RDF
35	Hasan Abasi, Nader H. Bshouty, Hanna Mazzawi	On Exact Learning Monotone DNF from Membership Queries.	ALT	2014	DBLP DOI BibTeX RDF
35	Peter Bloem, Francisco Mota, Steven de Rooij, Luis Antunes 0002, Pieter Adriaans	A Safe Approximation for Kolmogorov Complexity.	ALT	2014	DBLP DOI BibTeX RDF
35	Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles	Editors' Introduction.	ALT	2014	DBLP DOI BibTeX RDF
35	Gérard Biau, Luc Devroye	Cellular Tree Classifiers.	ALT	2014	DBLP DOI BibTeX RDF
35	Marcus Hutter	Offline to Online Conversion.	ALT	2014	DBLP DOI BibTeX RDF
35	Hasan Abasi, Ali Z. Abdi, Nader H. Bshouty	Learning Boolean Halfspaces with Small Weights from Membership Queries.	ALT	2014	DBLP DOI BibTeX RDF
35	Jan Leike, Marcus Hutter	Indefinitely Oscillating Martingales.	ALT	2014	DBLP DOI BibTeX RDF
35	Rahim Samei, Boting Yang, Sandra Zilles	Generalizing Labeled and Unlabeled Sample Compression to Multi-label Concept Classes.	ALT	2014	DBLP DOI BibTeX RDF
35	Andreas Maurer	A Chain Rule for the Expected Suprema of Gaussian Processes.	ALT	2014	DBLP DOI BibTeX RDF
35	Vitaly Kuznetsov, Mehryar Mohri	Generalization Bounds for Time Series Prediction with Non-stationary Processes.	ALT	2014	DBLP DOI BibTeX RDF
35	Marcus Hutter	Extreme State Aggregation beyond MDPs.	ALT	2014	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Efim B. Kinber	Parallel Learning of Automatic Classes of Languages.	ALT	2014	DBLP DOI BibTeX RDF
35	Ronald Ortner, Odalric-Ambrym Maillard, Daniil Ryabko	Selecting Near-Optimal Approximate State Representations in Reinforcement Learning.	ALT	2014	DBLP DOI BibTeX RDF
35	Róbert Busa-Fekete, Eyke Hüllermeier	A Survey of Preference-Based Online Learning with Bandit Algorithms.	ALT	2014	DBLP DOI BibTeX RDF
35	Dana Angluin, Dana Fisman	Learning Regular Omega Languages.	ALT	2014	DBLP DOI BibTeX RDF
35	Nir Ailon, Kohei Hatano, Eiji Takimoto	Bandit Online Optimization over the Permutahedron.	ALT	2014	DBLP DOI BibTeX RDF
35	Tor Lattimore, András György 0001, Csaba Szepesvári	On Learning the Optimal Waiting Time.	ALT	2014	DBLP DOI BibTeX RDF
35	Tor Lattimore, Marcus Hutter	Bayesian Reinforcement Learning with Exploration.	ALT	2014	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Rémi Munos, Frank Stephan 0001, Thomas Zeugmann (eds.)	Algorithmic Learning Theory - 24th International Conference, ALT 2013, Singapore, October 6-9, 2013. Proceedings	ALT	2013	DBLP DOI BibTeX RDF
35	Jara Uitto, Roger Wattenhofer	On Competitive Recommendations.	ALT	2013	DBLP DOI BibTeX RDF
35	Ziyuan Gao, Frank Stephan 0001, Sandra Zilles	Partial Learning of Recursively Enumerable Languages.	ALT	2013	DBLP DOI BibTeX RDF
35	Viet Cuong Nguyen, Lam Si Tung Ho, Vu C. Dinh	Generalization and Robustness of Batched Weighted Average Algorithm with V-Geometrically Ergodic Markov Data.	ALT	2013	DBLP DOI BibTeX RDF
35	M. Jagadish, Anindya Sen	Learning a Bounded-Degree Tree Using Separator Queries.	ALT	2013	DBLP DOI BibTeX RDF
35	Anna Choromanska, Tony Jebara, Hyungtae Kim, Mahesh Mohan, Claire Monteleoni	Fast Spectral Clustering via the Nyström Method.	ALT	2013	DBLP DOI BibTeX RDF
35	Malte Darnstädt, Thorsten Doliwa, Hans Ulrich Simon, Sandra Zilles	Order Compression Schemes.	ALT	2013	DBLP DOI BibTeX RDF
35	Eiji Takimoto, Kohei Hatano	Efficient Algorithms for Combinatorial Online Prediction.	ALT	2013	DBLP DOI BibTeX RDF
35	Ata Kabán, Robert J. Durrant	Dimension-Adaptive Bounds on Compressive FLD Classification.	ALT	2013	DBLP DOI BibTeX RDF
35	Lee-Ad Gottlieb, Aryeh Kontorovich, Robert Krauthgamer	Adaptive Metric Dimensionality Reduction.	ALT	2013	DBLP DOI BibTeX RDF
35	Chihiro Shibata, Ryo Yoshinaka	PAC Learning of Some Subclasses of Context-Free Grammars with Basic Distributional Properties from Positive Data.	ALT	2013	DBLP DOI BibTeX RDF
35	Laurent Orseau, Tor Lattimore, Marcus Hutter	Universal Knowledge-Seeking Agents for Stochastic Environments.	ALT	2013	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Rémi Munos, Frank Stephan 0001, Thomas Zeugmann	Editors' Introduction.	ALT	2013	DBLP DOI BibTeX RDF
35	Takahiro Fujita, Kohei Hatano, Eiji Takimoto	Combinatorial Online Prediction via Metarounding.	ALT	2013	DBLP DOI BibTeX RDF
35	Anna Choromanska, Krzysztof Choromanski, Geetha Jagannathan, Claire Monteleoni	Differentially-Private Learning of Low Dimensional Manifolds.	ALT	2013	DBLP DOI BibTeX RDF
35	Tor Lattimore, Marcus Hutter, Peter Sunehag	Concentration and Confidence for Discrete Bayesian Sequence Predictors.	ALT	2013	DBLP DOI BibTeX RDF
35	John Case, Timo Kötzing	Topological Separations in Inductive Inference.	ALT	2013	DBLP DOI BibTeX RDF
35	Daniil Ryabko	Unsupervised Model-Free Representation Learning.	ALT	2013	DBLP DOI BibTeX RDF
35	Nader H. Bshouty	Exact Learning from Membership Queries: Some Techniques, Results and New Directions.	ALT	2013	DBLP DOI BibTeX RDF
35	Gergely Neu, Gábor Bartók	An Efficient Algorithm for Learning with Semi-bandit Feedback.	ALT	2013	DBLP DOI BibTeX RDF
35	Nir Ailon	Learning and Optimizing with Preferences.	ALT	2013	DBLP DOI BibTeX RDF
35	Vladimir V. V'yugin	Universal Algorithm for Trading in Stock Market Based on the Method of Calibration.	ALT	2013	DBLP DOI BibTeX RDF
35	Azadeh Khaleghi, Daniil Ryabko	Nonparametric Multiple Change Point Estimation in Highly Dependent Time Series.	ALT	2013	DBLP DOI BibTeX RDF
35	Pierre Alquier	Bayesian Methods for Low-Rank Matrix Estimation: Short Survey and Theoretical Study.	ALT	2013	DBLP DOI BibTeX RDF
35	Odalric-Ambrym Maillard	Robust Risk-Averse Stochastic Multi-armed Bandits.	ALT	2013	DBLP DOI BibTeX RDF
35	Jiazhong Nie, Wojciech Kotlowski, Manfred K. Warmuth	Online PCA with Optimal Regrets.	ALT	2013	DBLP DOI BibTeX RDF
35	Po-Ling Loh, Sebastian Nowozin	Faster Hoeffding Racing: Bernstein Races via Jackknife Estimates.	ALT	2013	DBLP DOI BibTeX RDF
35	Aaditya Ramdas, Aarti Singh	Algorithmic Connections between Active Learning and Stochastic Convex Optimization.	ALT	2013	DBLP DOI BibTeX RDF
35	Nader H. Bshouty, Gilles Stoltz, Nicolas Vayatis, Thomas Zeugmann (eds.)	Algorithmic Learning Theory - 23rd International Conference, ALT 2012, Lyon, France, October 29-31, 2012. Proceedings	ALT	2012	DBLP DOI BibTeX RDF
35	Nader H. Bshouty, Gilles Stoltz, Nicolas Vayatis, Thomas Zeugmann	Editors' Introduction.	ALT	2012	DBLP DOI BibTeX RDF
35	Mrinalkanti Ghosh, Satyadev Nandakumar	Predictive Complexity and Generalized Entropy Rate of Stationary Ergodic Processes.	ALT	2012	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Timo Kötzing, Frank Stephan 0001	Enlarging Learnable Classes.	ALT	2012	DBLP DOI BibTeX RDF
35	Dana Angluin, James Aspnes, Aryeh Kontorovich	On the Learnability of Shuffle Ideals.	ALT	2012	DBLP DOI BibTeX RDF
35	Daiki Suehiro, Kohei Hatano, Shuji Kijima, Eiji Takimoto, Kiyohito Nagano	Online Prediction under Submodular Constraints.	ALT	2012	DBLP DOI BibTeX RDF
35	Gilbert Ritschard	Exploring Sequential Data.	ALT	2012	DBLP DOI BibTeX RDF
35	Peter Grünwald	The Safe Bayesian - Learning the Learning Rate via the Mixability Gap.	ALT	2012	DBLP DOI BibTeX RDF
35	Hal Daumé III, Jeff M. Phillips, Avishek Saha, Suresh Venkatasubramanian	Efficient Protocols for Distributed Classification and Optimization.	ALT	2012	DBLP DOI BibTeX RDF
35	Manfred K. Warmuth, Wojciech Kotlowski, Shuisheng Zhou	Kernelization of Matrix Updates, When and How?	ALT	2012	DBLP DOI BibTeX RDF
35	Rahim Samei, Pavel Semukhin, Boting Yang, Sandra Zilles	Sauer's Bound for a Notion of Teaching Complexity.	ALT	2012	DBLP DOI BibTeX RDF
35	Gábor Bartók, Csaba Szepesvári	Partial Monitoring with Side Information.	ALT	2012	DBLP DOI BibTeX RDF
35	Ronald Ortner, Daniil Ryabko, Peter Auer, Rémi Munos	Regret Bounds for Restless Markov Bandits.	ALT	2012	DBLP DOI BibTeX RDF
35	Pascal Massart, Caroline Meynet	Some Rates of Convergence for the Selected Lasso Estimator.	ALT	2012	DBLP DOI BibTeX RDF
35	Toon Calders	Recent Developments in Pattern Mining.	ALT	2012	DBLP DOI BibTeX RDF
35	Dmitry Adamskiy, Wouter M. Koolen, Alexey V. Chernov, Vladimir Vovk	A Closer Look at Adaptive Regret.	ALT	2012	DBLP DOI BibTeX RDF
35	Lev Reyzin	Data Stability in Clustering: A Closer Look.	ALT	2012	DBLP DOI BibTeX RDF
35	Shai Ben-David, Ruth Urner	On the Hardness of Domain Adaptation and the Utility of Unlabeled Target Samples.	ALT	2012	DBLP DOI BibTeX RDF
35	Alexandra Carpentier, Rémi Munos	Minimax Number of Strata for Online Stratified Sampling Given Noisy Samples.	ALT	2012	DBLP DOI BibTeX RDF
35	Christophe Costa Florêncio, Sicco Verwer	Regular Inference as Vertex Coloring.	ALT	2012	DBLP DOI BibTeX RDF
35	Edward Moroshko, Koby Crammer	Weighted Last-Step Min-Max Algorithm with Improved Sub-logarithmic Regret.	ALT	2012	DBLP DOI BibTeX RDF
35	Shai Shalev-Shwartz	Learnability beyond Uniform Convergence.	ALT	2012	DBLP DOI BibTeX RDF
35	Eyal Gofer, Yishay Mansour	Lower Bounds on Individual Sequence Regret.	ALT	2012	DBLP DOI BibTeX RDF
35	Wouter M. Koolen, Vladimir Vovk	Buy Low, Sell High.	ALT	2012	DBLP DOI BibTeX RDF
35	Tor Lattimore, Marcus Hutter	PAC Bounds for Discounted MDPs.	ALT	2012	DBLP DOI BibTeX RDF
35	Ziyuan Gao, Frank Stephan 0001	Confident and Consistent Partial Learning of Recursive Functions.	ALT	2012	DBLP DOI BibTeX RDF
35	Mehryar Mohri, Andres Muñoz Medina	New Analysis and Algorithm for Learning with Drifting Distributions.	ALT	2012	DBLP DOI BibTeX RDF
35	Emilie Kaufmann, Nathaniel Korda, Rémi Munos	Thompson Sampling: An Asymptotically Optimal Finite-Time Analysis.	ALT	2012	DBLP DOI BibTeX RDF