Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Nicolò Cesa-Bianchi, Gábor Lugosi |
Potential-Based Algorithms in Online Prediction and Game Theory. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
universal prediction, Blackwell's strategy, weighted average predictors, internal regret, boosting, on-line learning, Perceptron algorithm |
1 | Koby Crammer, Yoram Singer |
Ultraconservative Online Algorithms for Multiclass Problems. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Shai Ben-David, Nadav Eiron, Hans Ulrich Simon |
Limitations of Learning via Embeddings in Euclidean Half-Spaces. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Peter Grünwald |
Strong Entropy Concentration, Game Theory, and Algorithmic Randomness. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Sanjay Jain 0001, Efim B. Kinber |
Intrinsic Complexity of Learning Geometrical Concepts from Positive Data. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Shie Mannor, Ron Meir |
Geometric Bounds for Generalization in Boosting. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Olivier Bousquet, Manfred K. Warmuth |
Tracking a Small Set of Experts by Mixing Past Posteriors. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Sham M. Kakade |
Optimizing Average Reward Using Discounted Rewards. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alex Gammerman |
Pattern Recognition and Density Estimation under the General i.i.d. Assumption. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Hans Ulrich Simon |
How Many Queries Are Needed to Learn One Bit of Information? |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Deepak Chawla, Lin Li, Stephen Scott 0001 |
Efficiently Approximating Weighted Sums with Exponentially Many Terms. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Nader H. Bshouty, Nadav Eiron |
Learning Monotone DNF from a Teacher That Almost Does Not Answer Membership Queries. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Shahar Mendelson |
Geometric Methods in the Analysis of Glivenko-Cantelli Classes. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Shai Ben-David, Philip M. Long, Yishay Mansour |
Agnostic Boosting. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Philip M. Long |
On Agnostic Learning with {0, *, 1}-Valued and Real-Valued Hypotheses. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Michael Schmitt 0001 |
Radial Basis Function Neural Networks Have Superlinear VC Dimension. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | José L. Balcázar, Jorge Castro, David Guijarro |
A General Dimension for Exact Learning. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano |
Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Antonio Piccolboni, Christian Schindelhauer |
Discrete Prediction Games with Arbitrary Feedback and Loss. |
COLT/EuroCOLT |
2001 |
DBLP BibTeX RDF |
|
1 | Nader H. Bshouty, Dmitry Gavinsky |
On Boosting with Optimal Poly-Bounded Distributions. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Nader H. Bshouty, Avi Owshanko |
Learning Regular Sets with an Incomplete Membership Oracle. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | David P. Helmbold, Robert C. Williamson (eds.) |
Computational Learning Theory, 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19, 2001, Proceedings |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Leonid Peshkin, Sayan Mukherjee 0004 |
Bounds on Sample Size for Policy Evaluation in Markov Environments. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Jürgen Forster, Niels Schmitt, Hans Ulrich Simon |
Estimating the Optimal Margins of Embeddings in Euclidean Half Spaces. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | David G. Stork |
Toward a Computational Theory of Data Acquisition and Truthing. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
monitoring data quality, data truthing, open data collection, anomalous data detection, learning with queries, cost-based learning, Open Mind Initiative |
1 | Tong Zhang 0001 |
A Leave-One-out Cross Validation Bound for Kernel Methods with Applications in Learning. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Nader H. Bshouty, Vitaly Feldman |
On Using Extended Statistical Queries to Avoid Membership Queries. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Rocco A. Servedio |
On Learning Monotone DNF under Product Distributions. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Balázs Kégl, Tamás Linder, Gábor Lugosi |
Data-Dependent Margin-Based Generalization Bounds for Classification. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Sandra Zilles |
On the Synthesis of Strategies Identifying Recursive Functions. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Paul W. Goldberg |
When Can Two Unsupervised Learners Achieve PAC Separation? |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Rocco A. Servedio |
Smooth Boosting and Learning with Malicious Noise. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Shie Mannor, Nahum Shimkin |
Adaptive Strategies and Regret Minimization in Arbitrarily Varying Markov Environments. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Shahar Mendelson |
Learning Relatively Small Classes. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Mark Herbster |
Learning Additive Models Online with Fast Evaluating Kernels. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Peter L. Bartlett, Shahar Mendelson |
Rademacher and Gaussian Complexities: Risk Bounds and Structural Results. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Wee Sun Lee, Philip M. Long |
A Theoretical Analysis of Query Selection for Collaborative Filtering. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Eyal Even-Dar, Yishay Mansour |
Learning Rates for Q-Learning. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Paul W. Goldberg |
Estimating a Boolean Perceptron from Its Average Satisfying Assignment: A Bound on the Precision Required. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Tong Zhang 0001 |
A Sequential Approximation Bound for Some Sample-Dependent Convex Optimization Problems with Applications in Learning. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | Bernhard Schölkopf, Ralf Herbrich, Alexander J. Smola |
A Generalized Representer Theorem. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
1 | John Case, Sanjay Jain 0001, Frank Stephan 0001, Rolf Wiehagen |
Robust Learning - Rich and Poor. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|