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