Conferences in DBLP
Dana Ron Property Testing: A Learning Theory Perspective. [Citation Graph (0, 0)][DBLP ] Conf ] Santosh Vempala Spectral Algorithms for Learning and Clustering. [Citation Graph (0, 0)][DBLP ] Conf ] Rui Castro , Robert D. Nowak Minimax Bounds for Active Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Shai Ben-David , Dávid Pál , Hans-Ulrich Simon Stability of k -Means Clustering. [Citation Graph (0, 0)][DBLP ] Conf ] Maria-Florina Balcan , Andrei Z. Broder , Tong Zhang Margin Based Active Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Dana Angluin , James Aspnes , Jiang Chen , Lev Reyzin Learning Large-Alphabet and Analog Circuits with Value Injection Queries. [Citation Graph (0, 0)][DBLP ] Conf ] Steve Hanneke Teaching Dimension and the Complexity of Active Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Sham M. Kakade , Dean P. Foster Multi-view Regression Via Canonical Correlation Analysis. [Citation Graph (0, 0)][DBLP ] Conf ] Arnak S. Dalalyan , Alexandre B. Tsybakov Aggregation by Exponential Weighting and Sharp Oracle Inequalities. [Citation Graph (0, 0)][DBLP ] Conf ] Gilles Blanchard , François Fleuret Occam's Hammer. [Citation Graph (0, 0)][DBLP ] Conf ] Sylvain Arlot , Gilles Blanchard , Étienne Roquain Resampling-Based Confidence Regions and Multiple Tests for a Correlated Random Vector. [Citation Graph (0, 0)][DBLP ] Conf ] Guillaume Lecué Suboptimality of Penalized Empirical Risk Minimization in Classification. [Citation Graph (0, 0)][DBLP ] Conf ] Ran El-Yaniv , Dmitry Pechyony Transductive Rademacher Complexity and Its Applications. [Citation Graph (0, 0)][DBLP ] Conf ] John Case , Samuel E. Moelius U-Shaped, Iterative, and Iterative-with-Counter Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Oliver Schulte , Wei Luo , Russell Greiner Mind Change Optimal Learning of Bayes Net Structure. [Citation Graph (0, 0)][DBLP ] Conf ] Lorenzo Carlucci , John Case , Sanjay Jain Learning Correction Grammars. [Citation Graph (0, 0)][DBLP ] Conf ] Sanjay Jain , Frank Stephan Mitotic Classes. [Citation Graph (0, 0)][DBLP ] Conf ] Eyal Even-Dar , Michael Kearns , Yishay Mansour , Jennifer Wortman Regret to the Best vs. Regret to the Average. [Citation Graph (0, 0)][DBLP ] Conf ] Gábor Lugosi , Shie Mannor , Gilles Stoltz Strategies for Prediction Under Imperfect Monitoring. [Citation Graph (0, 0)][DBLP ] Conf ] Ambuj Tewari , Peter L. Bartlett Bounded Parameter Markov Decision Processes with Average Reward Criterion. [Citation Graph (0, 0)][DBLP ] Conf ] Sanjoy Dasgupta , Daniel Hsu On-Line Estimation with the Multivariate Gaussian Distribution. [Citation Graph (0, 0)][DBLP ] Conf ] Yuri Kalnishkan , Vladimir Vovk , Michael V. Vyugin Generalised Entropy and Asymptotic Complexities of Languages. [Citation Graph (0, 0)][DBLP ] Conf ] Francisco S. Melo , M. Isabel Ribeiro Q -Learning with Linear Function Approximation.Citation Graph (0, 0)][DBLP ] Conf ] Nathan Srebro How Good Is a Kernel When Used as a Similarity Measure? [Citation Graph (0, 0)][DBLP ] Conf ] Nikolas List , Don R. Hush , Clint Scovel , Ingo Steinwart Gaps in Support Vector Optimization. [Citation Graph (0, 0)][DBLP ] Conf ] Corinna Cortes , Leonid Kontorovich , Mehryar Mohri Learning Languages with Rational Kernels. [Citation Graph (0, 0)][DBLP ] Conf ] Nikolas List Generalized SMO-Style Decomposition Algorithms. [Citation Graph (0, 0)][DBLP ] Conf ] Adam Tauman Kalai Learning Nested Halfspaces and Uphill Decision Trees. [Citation Graph (0, 0)][DBLP ] Conf ] Alexandre Belloni , Robert M. Freund , Santosh Vempala An Efficient Re-scaled Perceptron Algorithm for Conic Systems. [Citation Graph (0, 0)][DBLP ] Conf ] Adam R. Klivans , Alexander A. Sherstov A Lower Bound for Agnostically Learning Disjunctions. [Citation Graph (0, 0)][DBLP ] Conf ] Sudipto Guha , Piotr Indyk , Andrew McGregor Sketching Information Divergences. [Citation Graph (0, 0)][DBLP ] Conf ] Vladimir Vovk Competing with Stationary Prediction Strategies. [Citation Graph (0, 0)][DBLP ] Conf ] Peter Auer , Ronald Ortner , Csaba Szepesvári Improved Rates for the Stochastic Continuum-Armed Bandit Problem. [Citation Graph (0, 0)][DBLP ] Conf ] David P. Helmbold , Manfred K. Warmuth Learning Permutations with Exponential Weights. [Citation Graph (0, 0)][DBLP ] Conf ] Jacob Abernethy , Peter L. Bartlett , Alexander Rakhlin Multitask Learning with Expert Advice. [Citation Graph (0, 0)][DBLP ] Conf ] Elad Hazan , Nimrod Megiddo Online Learning with Prior Knowledge. [Citation Graph (0, 0)][DBLP ] Conf ] Ping Li , Trevor Hastie , Kenneth Ward Church Nonlinear Estimators and Tail Bounds for Dimension Reduction in l 1 Using Cauchy Random Projections. [Citation Graph (0, 0)][DBLP ] Conf ] Florentina Bunea , Alexandre B. Tsybakov , Marten H. Wegkamp Sparse Density Estimation with l 1 Penalties. [Citation Graph (0, 0)][DBLP ] Conf ] Saharon Rosset , Grzegorz Swirszcz , Nathan Srebro , Ji Zhu l 1 Regularization in Infinite Dimensional Feature Spaces.Citation Graph (0, 0)][DBLP ] Conf ] Sivan Sabato , Shai Shalev-Shwartz Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking. [Citation Graph (0, 0)][DBLP ] Conf ] Julian Lorenz , Martin Marciniszyn , Angelika Steger Observational Learning in Random Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Marcus Hutter The Loss Rank Principle for Model Selection. [Citation Graph (0, 0)][DBLP ] Conf ] Maria-Florina Balcan , Nikhil Bansal , Alina Beygelzimer , Don Coppersmith , John Langford , Gregory B. Sorkin Robust Reductions from Ranking to Classification. [Citation Graph (0, 0)][DBLP ] Conf ] Liwei Wang , Jufu Feng Rademacher Margin Complexity. [Citation Graph (0, 0)][DBLP ] Conf ] Avrim Blum , Maria-Florina Balcan Open Problems in Efficient Semi-supervised PAC Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Pallika Kanani , Andrew McCallum Resource-Bounded Information Gathering for Correlation Clustering. [Citation Graph (0, 0)][DBLP ] Conf ] Nathan Srebro Are There Local Maxima in the Infinite-Sample Likelihood of Gaussian Mixture Estimation? [Citation Graph (0, 0)][DBLP ] Conf ] Manfred K. Warmuth When Is There a Free Matrix Lunch? [Citation Graph (0, 0)][DBLP ] Conf ] 