Search results for "ALT"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
35	Sanjay Jain 0001, Efim B. Kinber	Automatic Learning from Positive Data and Negative Counterexamples.	ALT	2012	DBLP DOI BibTeX RDF
35	Luc De Raedt	Declarative Modeling for Machine Learning and Data Mining.	ALT	2012	DBLP DOI BibTeX RDF
35	Jyrki Kivinen, Csaba Szepesvári, Esko Ukkonen, Thomas Zeugmann (eds.)	Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Espoo, Finland, October 5-7, 2011. Proceedings	ALT	2011	DBLP DOI BibTeX RDF
35	Ming Li 0001	Information Distance and Its Extensions.	ALT	2011	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Eric Martin 0002, Frank Stephan 0001	Robust Learning of Automatic Classes of Languages.	ALT	2011	DBLP DOI BibTeX RDF
35	Jorma Rissanen	Optimal Estimation.	ALT	2011	DBLP DOI BibTeX RDF
35	Nina Vaits, Koby Crammer	Re-adapting the Regularization of Weights for Non-stationary Regression.	ALT	2011	DBLP DOI BibTeX RDF
35	Tor Lattimore, Marcus Hutter	Time Consistent Discounting.	ALT	2011	DBLP DOI BibTeX RDF
35	Daiki Suehiro, Kohei Hatano, Eiji Takimoto	Approximate Reduction from AUC Maximization to 1-Norm Soft Margin Optimization.	ALT	2011	DBLP DOI BibTeX RDF
35	Chi-Jen Lu, Wei-Fu Lu	Making Online Decisions with Bounded Memory.	ALT	2011	DBLP DOI BibTeX RDF
35	Elena Grigorescu, Lev Reyzin, Santosh S. Vempala	On Noise-Tolerant Learning of Sparse Parities and Related Problems.	ALT	2011	DBLP DOI BibTeX RDF
35	Corinna Cortes, Mehryar Mohri	Domain Adaptation in Regression.	ALT	2011	DBLP DOI BibTeX RDF
35	Peter Auer, Shiau Hong Lim, Chris Watkins	Models for Autonomously Motivated Exploration in Reinforcement Learning - (Extended Abstract).	ALT	2011	DBLP DOI BibTeX RDF
35	Antoine Salomon, Jean-Yves Audibert	Deviations of Stochastic Bandit Regret.	ALT	2011	DBLP DOI BibTeX RDF
35	Sébastien Bubeck, Gilles Stoltz, Jia Yuan Yu	Lipschitz Bandits without the Lipschitz Constant.	ALT	2011	DBLP DOI BibTeX RDF
35	Peter Sunehag, Marcus Hutter	Axioms for Rational Reinforcement Learning.	ALT	2011	DBLP DOI BibTeX RDF
35	Aurélien Garivier, Eric Moulines	On Upper-Confidence Bound Policies for Switching Bandit Problems.	ALT	2011	DBLP DOI BibTeX RDF
35	Malte Darnstädt, Hans Ulrich Simon, Balázs Szörényi	Supervised Learning and Co-training.	ALT	2011	DBLP DOI BibTeX RDF
35	Jyrki Kivinen, Csaba Szepesvári, Esko Ukkonen, Thomas Zeugmann	Editors' Introduction.	ALT	2011	DBLP DOI BibTeX RDF
35	Arnak S. Dalalyan, Joseph Salmon	Competing against the Best Nearest Neighbor Filter in Regression.	ALT	2011	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Eric Martin 0002, Frank Stephan 0001	Learning and Classifying.	ALT	2011	DBLP DOI BibTeX RDF
35	Brendan Juba, Santosh S. Vempala	Semantic Communication for Simple Goals Is Equivalent to On-line Learning.	ALT	2011	DBLP DOI BibTeX RDF
35	Yoshua Bengio, Olivier Delalleau	On the Expressive Power of Deep Architectures.	ALT	2011	DBLP DOI BibTeX RDF
35	Tor Lattimore, Marcus Hutter	Asymptotically Optimal Agents.	ALT	2011	DBLP DOI BibTeX RDF
35	Shalev Ben-David, Shai Ben-David	Learning a Classifier when the Labeling Is Known.	ALT	2011	DBLP DOI BibTeX RDF
35	Michael Geilke, Sandra Zilles	Learning Relational Patterns.	ALT	2011	DBLP DOI BibTeX RDF
35	Timo Kötzing	Iterative Learning from Positive Data and Counters.	ALT	2011	DBLP DOI BibTeX RDF
35	Laurent Orseau	Universal Knowledge-Seeking Agents.	ALT	2011	DBLP DOI BibTeX RDF
35	Anna Kasprzik, Ryo Yoshinaka	Distributional Learning of Simple Context-Free Tree Grammars.	ALT	2011	DBLP DOI BibTeX RDF
35	Eyke Hüllermeier, Johannes Fürnkranz	Learning from Label Preferences.	ALT	2011	DBLP DOI BibTeX RDF
35	Manfred K. Warmuth, Wouter M. Koolen, David P. Helmbold	Combining Initial Segments of Lists.	ALT	2011	DBLP DOI BibTeX RDF
35	Xinhua Zhang, Ankan Saha, S. V. N. Vishwanathan	Accelerated Training of Max-Margin Markov Networks with Kernels.	ALT	2011	DBLP DOI BibTeX RDF
35	Samuel E. Moelius, Sandra Zilles	Erratum: Learning without Coding.	ALT	2011	DBLP DOI BibTeX RDF
35	Constantinos Panagiotakopoulos, Petroula Tsampouka	The Perceptron with Dynamic Margin.	ALT	2011	DBLP DOI BibTeX RDF
35	Tor Lattimore, Marcus Hutter, Vaibhav Gavane	Universal Prediction of Selected Bits.	ALT	2011	DBLP DOI BibTeX RDF
35	Sébastien Gerchinovitz, Jia Yuan Yu	Adaptive and Optimal Online Linear Regression on ℓ1-Balls.	ALT	2011	DBLP DOI BibTeX RDF
35	Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer	Upper-Confidence-Bound Algorithms for Active Learning in Multi-armed Bandits.	ALT	2011	DBLP DOI BibTeX RDF
35	Eyal Gofer, Yishay Mansour	Regret Minimization Algorithms for Pricing Lookback Options.	ALT	2011	DBLP DOI BibTeX RDF
35	Marcus Hutter, Frank Stephan 0001, Vladimir Vovk, Thomas Zeugmann (eds.)	Algorithmic Learning Theory, 21st International Conference, ALT 2010, Canberra, Australia, October 6-8, 2010. Proceedings	ALT	2010	DBLP DOI BibTeX RDF
35	Marcus Hutter, Frank Stephan 0001, Vladimir Vovk, Thomas Zeugmann	Editors' Introduction.	ALT	2010	DBLP DOI BibTeX RDF
35	Gábor Bartók, Dávid Pál, Csaba Szepesvári	Toward a Classification of Finite Partial-Monitoring Games.	ALT	2010	DBLP DOI BibTeX RDF
35	Fedor Zhdanov, Yuri Kalnishkan	An Identity for Kernel Ridge Regression.	ALT	2010	DBLP DOI BibTeX RDF
35	Laurent Orseau	Optimality Issues of Universal Greedy Agents with Static Priors.	ALT	2010	DBLP DOI BibTeX RDF
35	Dana Angluin, David Eisenstat, Leonid Kontorovich, Lev Reyzin	Lower Bounds on Learning Random Structures with Statistical Queries.	ALT	2010	DBLP DOI BibTeX RDF
35	Matthew Higgs, John Shawe-Taylor	A PAC-Bayes Bound for Tailored Density Estimation.	ALT	2010	DBLP DOI BibTeX RDF
35	Ivan Bratko	Discovery of Abstract Concepts by a Robot.	ALT	2010	DBLP DOI BibTeX RDF
35	Manfred K. Warmuth	The Blessing and the Curse of the Multiplicative Updates.	ALT	2010	DBLP DOI BibTeX RDF
35	Thorsten Doliwa, Hans Ulrich Simon, Sandra Zilles	Recursive Teaching Dimension, Learning Complexity, and Maximum Classes.	ALT	2010	DBLP DOI BibTeX RDF
35	John Case, Timo Kötzing	Solutions to Open Questions for Non-U-Shaped Learning with Memory Limitations.	ALT	2010	DBLP DOI BibTeX RDF
35	Pierre Alquier	An Algorithm for Iterative Selection of Blocks of Features.	ALT	2010	DBLP DOI BibTeX RDF
35	Vladimir Pestov	PAC Learnability of a Concept Class under Non-atomic Measures: A Problem by Vidyasagar.	ALT	2010	DBLP DOI BibTeX RDF
35	Liu Yang 0001, Steve Hanneke, Jaime G. Carbonell	Bayesian Active Learning Using Arbitrary Binary Valued Queries.	ALT	2010	DBLP DOI BibTeX RDF
35	Raphaël Bailly, Amaury Habrard, François Denis	A Spectral Approach for Probabilistic Grammatical Inference on Trees.	ALT	2010	DBLP DOI BibTeX RDF
35	Peter Sunehag, Marcus Hutter	Consistency of Feature Markov Processes.	ALT	2010	DBLP DOI BibTeX RDF
35	Jacob D. Abernethy, Peter L. Bartlett, Niv Buchbinder, Isabelle Stanton	A Regularization Approach to Metrical Task Systems.	ALT	2010	DBLP DOI BibTeX RDF
35	Alexander Clark	Towards General Algorithms for Grammatical Inference.	ALT	2010	DBLP DOI BibTeX RDF
35	Wouter M. Koolen, Steven de Rooij	Switching Investments.	ALT	2010	DBLP DOI BibTeX RDF
35	Rong Jin 0001, Steven C. H. Hoi, Tianbao Yang	Online Multiple Kernel Learning: Algorithms and Mistake Bounds.	ALT	2010	DBLP DOI BibTeX RDF
35	Samuel E. Moelius, Sandra Zilles	Learning without Coding.	ALT	2010	DBLP DOI BibTeX RDF
35	Dana Angluin, James Aspnes, Lev Reyzin	Inferring Social Networks from Outbreaks.	ALT	2010	DBLP DOI BibTeX RDF
35	Wei Gao 0008, Zhi-Hua Zhou	Approximation Stability and Boosting.	ALT	2010	DBLP DOI BibTeX RDF
35	Balázs Csanád Csáji, Raphaël M. Jungers, Vincent D. Blondel	PageRank Optimization in Polynomial Time by Stochastic Shortest Path Reformulation.	ALT	2010	DBLP DOI BibTeX RDF
35	Borja Balle, Jorge Castro, Ricard Gavaldà	A Lower Bound for Learning Distributions Generated by Probabilistic Automata.	ALT	2010	DBLP DOI BibTeX RDF
35	Kotagiri Ramamohanarao	Contrast Pattern Mining and Its Application for Building Robust Classifiers.	ALT	2010	DBLP DOI BibTeX RDF
35	Mahito Sugiyama, Eiju Hirowatari, Hideki Tsuiki, Akihiro Yamamoto	Learning Figures with the Hausdorff Metric by Fractals.	ALT	2010	DBLP DOI BibTeX RDF
35	Peter L. Bartlett	Optimal Online Prediction in Adversarial Environments.	ALT	2010	DBLP DOI BibTeX RDF
35	Guy Lever, François Laviolette, John Shawe-Taylor	Distribution-Dependent PAC-Bayes Priors.	ALT	2010	DBLP DOI BibTeX RDF
35	Jiawei Lv, Jianwen Zhang, Fei Wang 0001, Zheng Wang 0010, Changshui Zhang	Compressed Learning with Regular Concept.	ALT	2010	DBLP DOI BibTeX RDF
35	Alexey V. Chernov, Fedor Zhdanov	Prediction with Expert Advice under Discounted Loss.	ALT	2010	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Efim B. Kinber	Inductive Inference of Languages from Samplings.	ALT	2010	DBLP DOI BibTeX RDF
35	Taishi Uchiya, Atsuyoshi Nakamura, Mineichi Kudo	Algorithms for Adversarial Bandit Problems with Multiple Plays.	ALT	2010	DBLP DOI BibTeX RDF
35	Ricard Gavaldà, Gábor Lugosi, Thomas Zeugmann, Sandra Zilles (eds.)	Algorithmic Learning Theory, 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009. Proceedings	ALT	2009	DBLP DOI BibTeX RDF
35	Alexey V. Chernov, Vladimir Vovk	Prediction with Expert Evaluators' Advice.	ALT	2009	DBLP DOI BibTeX RDF
35	Vianney Perchet	Calibration and Internal No-Regret with Random Signals.	ALT	2009	DBLP DOI BibTeX RDF
35	Marta Arias, José L. Balcázar	Canonical Horn Representations and Query Learning.	ALT	2009	DBLP DOI BibTeX RDF
35	Hans Ulrich Simon	Smart PAC-Learners.	ALT	2009	DBLP DOI BibTeX RDF
35	Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale	Learning Unknown Graphs.	ALT	2009	DBLP DOI BibTeX RDF	graph prediction, unknown graph, clustering, online learning
35	Ricard Gavaldà, Denis Thérien	An Algebraic Perspective on Boolean Function Learning.	ALT	2009	DBLP DOI BibTeX RDF
35	Yishay Mansour	Learning and Domain Adaptation.	ALT	2009	DBLP DOI BibTeX RDF
35	John Case, Timo Kötzing	Difficulties in Forcing Fairness of Polynomial Time Inductive Inference.	ALT	2009	DBLP DOI BibTeX RDF
35	Stefanie Jegelka, Suvrit Sra, Arindam Banerjee 0001	Approximation Algorithms for Tensor Clustering.	ALT	2009	DBLP DOI BibTeX RDF
35	Sanjoy Dasgupta	The Two Faces of Active Learning.	ALT	2009	DBLP DOI BibTeX RDF
35	Jiawei Han 0001	Mining Heterogeneous Information Networks by Exploring the Power of Links.	ALT	2009	DBLP DOI BibTeX RDF
35	Ryo Yoshinaka	Learning Mildly Context-Sensitive Languages with Multidimensional Substitutability from Positive Data.	ALT	2009	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Qinglong Luo, Pavel Semukhin, Frank Stephan 0001	Uncountable Automatic Classes and Learning.	ALT	2009	DBLP DOI BibTeX RDF
35	Sébastien Bubeck, Rémi Munos, Gilles Stoltz	Pure Exploration in Multi-armed Bandits Problems.	ALT	2009	DBLP DOI BibTeX RDF
35	Nader H. Bshouty, Hanna Mazzawi	Reconstructing Weighted Graphs with Minimal Query Complexity.	ALT	2009	DBLP DOI BibTeX RDF
35	Dana Angluin, Leonor Becerra-Bonache, Adrian-Horia Dediu, Lev Reyzin	Learning Finite Automata Using Label Queries.	ALT	2009	DBLP DOI BibTeX RDF
35	Tatsuya Akutsu, Takeyuki Tamura, Katsuhisa Horimoto	Completing Networks Using Observed Data.	ALT	2009	DBLP DOI BibTeX RDF
35	Alina Beygelzimer, John Langford 0001, Pradeep Ravikumar	Error-Correcting Tournaments.	ALT	2009	DBLP DOI BibTeX RDF
35	Lorenzo Carlucci	Incremental Learning with Ordinal Bounded Example Memory.	ALT	2009	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Efim B. Kinber	Iterative Learning from Texts and Counterexamples Using Additional Information.	ALT	2009	DBLP DOI BibTeX RDF
35	Fernando C. N. Pereira	Learning on the Web.	ALT	2009	DBLP DOI BibTeX RDF
35	Stéphan Clémençon, Nicolas Vayatis	Adaptive Estimation of the Optimal ROC Curve and a Bipartite Ranking Algorithm.	ALT	2009	DBLP DOI BibTeX RDF
35	Maria-Florina Balcan, Heiko Röglin, Shang-Hua Teng	Agnostic Clustering.	ALT	2009	DBLP DOI BibTeX RDF
35	Vladimir V. V'yugin	The Follow Perturbed Leader Algorithm Protected from Unbounded One-Step Losses.	ALT	2009	DBLP DOI BibTeX RDF
35	Hector Geffner	Inference and Learning in Planning.	ALT	2009	DBLP DOI BibTeX RDF
35	Sanjay Jain 0001, Frank Stephan 0001, Nan Ye	Learning from Streams.	ALT	2009	DBLP DOI BibTeX RDF
35	Andrew Guillory, Jeff A. Bilmes	Average-Case Active Learning with Costs.	ALT	2009	DBLP DOI BibTeX RDF
35	Lukasz Debowski	Computable Bayesian Compression for Uniformly Discretizable Statistical Models.	ALT	2009	DBLP DOI BibTeX RDF