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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Sham M. Kakade, Ulrike von Luxburg (eds.) |
COLT 2011 - The 24th Annual Conference on Learning Theory, June 9-11, 2011, Budapest, Hungary  |
COLT  |
2011 |
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| 1 | Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale, Giovanni Zappella |
Active Learning on Trees and Graphs. |
COLT |
2010 |
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| 1 | Risi Imre Kondor, Marconi S. Barbosa |
Ranking with Kernels in Fourier space. |
COLT |
2010 |
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| 1 | Wouter M. Koolen, Manfred K. Warmuth, Jyrki Kivinen |
Hedging Structured Concepts. |
COLT |
2010 |
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| 1 | Mikhail Belkin, Kaushik Sinha |
Toward Learning Gaussian Mixtures with Arbitrary Separation. |
COLT |
2010 |
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| 1 | Eyal Even-Dar, Shie Mannor, Yishay Mansour |
Learning with Global Cost in Stochastic Environments. |
COLT |
2010 |
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| 1 | Pranjal Awasthi, Avrim Blum, Or Sheffet |
Improved Guarantees for Agnostic Learning of Disjunctions. |
COLT |
2010 |
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| 1 | Ofer Dekel, Claudio Gentile, Karthik Sridharan |
Robust Selective Sampling from Single and Multiple Teachers. |
COLT |
2010 |
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| 1 | John Case, Timo Kötzing |
Strongly Non-U-Shaped Learning Results by General Techniques. |
COLT |
2010 |
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| 1 | Varun Kanade, Leslie G. Valiant, Jennifer Wortman Vaughan |
Evolution with Drifting Targets. |
COLT |
2010 |
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| 1 | Anupam Gupta, John D. Lafferty, Han Liu, Larry A. Wasserman, Min Xu |
Forest Density Estimation. |
COLT |
2010 |
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| 1 | Dmitry Gavinsky |
Quantum Predictive Learning and Communication Complexity with Single Input. |
COLT |
2010 |
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| 1 | Philippe Rigollet, Assaf Zeevi |
Nonparametric Bandits with Covariates. |
COLT |
2010 |
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| 1 | Huan Xu, Constantine Caramanis, Shie Mannor |
Principal Component Analysis with Contaminated Data: The High Dimensional Case. |
COLT |
2010 |
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| 1 | Daniil Ryabko |
Sequence Prediction in Realizable and Non-realizable Cases. |
COLT |
2010 |
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| 1 | Vladimir Koltchinskii, Stas Minsker |
Sparse Recovery in Convex Hulls of Infinite Dictionaries. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Sven Koenig |
Open Problem: Analyzing Ant Robot Coverage. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Adam Tauman Kalai, Mehryar Mohri (eds.) |
COLT 2010 - The 23rd Conference on Learning Theory, Haifa, Israel, June 27-29, 2010 |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Adi Akavia |
Deterministic Sparse Fourier Approximation via Fooling Arithmetic Progressions. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Adam R. Klivans, Homin K. Lee, Andrew Wan |
Mansour's Conjecture is True for Random DNF Formulas. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Maria-Florina Balcan, Pramod Gupta |
Robust Hierarchical Clustering. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Sascha Geulen, Berthold Vöcking, Melanie Winkler |
Regret Minimization for Online Buffering Problems Using the Weighted Majority Algorithm. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Koby Crammer, Yishay Mansour, Eyal Even-Dar, Jennifer Wortman Vaughan |
Regret Minimization With Concept Drift. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Sébastien Bubeck, Rémi Munos |
Open Loop Optimistic Planning. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Elad Hazan, Satyen Kale, Manfred K. Warmuth |
Learning Rotations with Little Regret. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | H. Brendan McMahan, Matthew J. Streeter |
Adaptive Bound Optimization for Online Convex Optimization. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir |
Online Learning of Noisy Data with Kernels. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | John C. Duchi, Elad Hazan, Yoram Singer |
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Daniel Golovin, Andreas Krause |
Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Noga Alon |
Voting Paradoxes. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Jean-Yves Audibert, Sébastien Bubeck, Rémi Munos |
Best Arm Identification in Multi-Armed Bandits. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | David Xiao |
Learning to Create is as Hard as Learning to Appreciate. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Bastian Steudel, Dominik Janzing, Bernhard Schölkopf |
Causal Markov Condition for Submodular Information Measures. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Margareta Ackerman, Shai Ben-David, David Loker |
Characterization of Linkage-based Clustering. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Dominik D. Freydenberger, Daniel Reidenbach |
Inferring Descriptive Generalisations of Formal Languages. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Elad Hazan, Satyen Kale, Manfred K. Warmuth |
On-line Variance Minimization in O(n2) per Trial? |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Homin K. Lee |
Learning Talagrand DNF Formulas. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Wojciech Kotlowski, Peter Grünwald, Steven de Rooij |
Following the Flattened Leader. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Lee-Ad Gottlieb, Leonid Kontorovich, Robert Krauthgamer |
Efficient Classification for Metric Data. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Junya Honda, Akimichi Takemura |
An Asymptotically Optimal Bandit Algorithm for Bounded Support Models. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Gergely Neu, András György, Csaba Szepesvári |
The Online Loop-free Stochastic Shortest-Path Problem. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore |
Theoretical Justification of Popular Link Prediction Heuristics. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jacob Abernethy |
Can We Learn to Gamble Efficiently? |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | John C. Duchi, Shai Shalev-Shwartz, Yoram Singer, Ambuj Tewari |
Composite Objective Mirror Descent. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan |
Learning Kernel-Based Halfspaces with the Zero-One Loss. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Huan Xu, Shie Mannor |
Robustness and Generalization. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Robert E. Schapire |
The Convergence Rate of AdaBoost. |
COLT |
2010 |
DBLP BibTeX RDF |
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| 1 | Alekh Agarwal, Ofer Dekel, Lin Xiao |
Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Karthik Sridharan, Ambuj Tewari |
Convex Games in Banach Spaces. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | John Langford |
Robust Efficient Conditional Probability Estimation. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale |
Fast and Optimal Prediction on a Labeled Tree. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Gábor Lugosi |
Combinatorial Bandits. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan |
The Complexity of Improperly Learning Large Margin Halfspaces. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Yiming Ying, Colin Campbell |
Generalization Bounds for Learning the Kernel Problem. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Sivan Sabato, Naftali Tishby |
Homogeneous Multi-Instance Learning with Arbitrary Dependence. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Eyal Even-Dar, Robert Kleinberg, Shie Mannor, Yishay Mansour |
Online Learning for Global Cost Functions. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Nader H. Bshouty |
Optimal Algorithms for the Coin Weighing Problem with a Spring Scale. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Hariharan Narayanan, Partha Niyogi |
On the Sample Complexity of Learning Smooth Cuts on a Manifold. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Luis Rademacher, Navin Goyal |
Learning Convex Bodies is Hard. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Adam Tauman Kalai, Varun Kanade, Yishay Mansour |
Reliable Agnostic Learning. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov, Sara A. van de Geer |
Taking Advantage of Sparsity in Multi-Task Learning. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Maria-Florina Balcan |
Better Guarantees for Sparsest Cut Clustering. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jean-Yves Audibert, Sébastien Bubeck |
Minimax Policies for Adversarial and Stochastic Bandits. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Nader H. Bshouty, Philip M. Long |
Linear Classifiers are Nearly Optimal When Hidden Variables Have Diverse Effect. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ingo Steinwart, Don R. Hush, Clint Scovel |
Optimal Rates for Regularized Least Squares Regression. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Samory Kpotufe |
Escaping the Curse of Dimensionality with a Tree-based Regressor. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Mark Herbster, Guy Lever |
Predicting the Labelling of a Graph via Minimum $p$-Seminorm Interpolation. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Yisong Yue, Josef Broder, Robert Kleinberg, Thorsten Joachims |
The K-armed Dueling Bandits Problem. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Hayato Kobayashi, Ayumi Shinohara |
Complexity of Teaching by a Restricted Number of Examples. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Arnak S. Dalalyan, Alexandre B. Tsybakov |
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Ofer Dekel, Ohad Shamir |
Vox Populi: Collecting High-Quality Labels from a Crowd. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan |
Learnability and Stability in the General Learning Setting. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Daniel Hsu, Sham M. Kakade, Tong Zhang |
A Spectral Algorithm for Learning Hidden Markov Models. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jacob Abernethy, Manfred K. Warmuth |
Minimax Games with Bandits. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | |
COLT 2009 - The 22nd Conference on Learning Theory, Montreal, Quebec, Canada, June 18-21, 2009 |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Lorenzo Rosasco, Mikhail Belkin, Ernesto De Vito |
A Note on Learning with Integral Operators. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Shai Ben-David, Dávid Pál, Shai Shalev-Shwartz |
Agnostic Online Learning. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Mark D. Reid, Robert C. Williamson |
Generalised Pinsker Inequalities. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | H. Brendan McMahan, Matthew J. Streeter |
Tighter Bounds for Multi-Armed Bandits with Expert Advice. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Vitaly Feldman |
Robustness of Evolvability. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jacob Abernethy, Alexander Rakhlin |
An Efficient Bandit Algorithm for sqrt(T) Regret in Online Multiclass Prediction?. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Adam Tauman Kalai, Ravi Sastry |
The Isotron Algorithm: High-Dimensional Isotonic Regression. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Steve Hanneke |
Adaptive Rates of Convergence in Active Learning. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Jacob Abernethy, Alekh Agarwal, Peter L. Bartlett, Alexander Rakhlin |
A Stochastic View of Optimal Regret through Minimax Duality. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Gábor Lugosi, Omiros Papaspiliopoulos, Gilles Stoltz |
Online Multi-task Learning with Hard Constraints. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh |
Domain Adaptation: Learning Bounds and Algorithms. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Alessandro Lazaric, Rémi Munos |
Hybrid Stochastic-Adversarial On-line Learning. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jacob Abernethy, Alexander Rakhlin |
Beating the Adaptive Bandit with High Probability. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan |
Stochastic Convex Optimization. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Jeffrey Jackson, Karl Wimmer |
New Results for Random Walk Learning. |
COLT |
2009 |
DBLP BibTeX RDF |
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| 1 | Andreas Maurer, Massimiliano Pontil |
Empirical Bernstein Bounds and Sample-Variance Penalization. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Eric Friedman |
Active Learning for Smooth Problems. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Hans-Ulrich Simon, Nikolas List |
SVM-Optimization and Steepest-Descent Line Search. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Maria-Florina Balcan, Mark Braverman |
Finding Low Error Clusterings. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Sanjay Jain, Frank Stephan |
Consistent Partial Identification. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Shuheng Zhou, John D. Lafferty, Larry A. Wasserman |
Time Varying Undirected Graphs. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | J. Hyam Rubinstein, Benjamin I. P. Rubinstein |
Geometric & Topological Representations of Maximum Classes with Applications to Sample Compression. |
COLT |
2008 |
DBLP BibTeX RDF |
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| 1 | Peter L. Bartlett, Varsha Dani, Thomas P. Hayes, Sham Kakade, Alexander Rakhlin, Ambuj Tewari |
High-Probability Regret Bounds for Bandit Online Linear Optimization. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Amy Greenwald, Zheng Li, Warren Schudy |
More Efficient Internal-Regret-Minimizing Algorithms. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Shai Ben-David, Ulrike von Luxburg |
Relating Clustering Stability to Properties of Cluster Boundaries. |
COLT |
2008 |
DBLP BibTeX RDF |
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