Conferences in DBLP
Stéphan Clémençon , Gábor Lugosi , Nicolas Vayatis Ranking and Scoring Using Empirical Risk Minimization. [Citation Graph (0, 0)][DBLP ] Conf ] Shivani Agarwal , Dan Roth Learnability of Bipartite Ranking Functions. [Citation Graph (0, 0)][DBLP ] Conf ] Shivani Agarwal , Partha Niyogi Stability and Generalization of Bipartite Ranking Algorithms. [Citation Graph (0, 0)][DBLP ] Conf ] Koby Crammer , Yoram Singer Loss Bounds for Online Category Ranking. [Citation Graph (0, 0)][DBLP ] Conf ] Cynthia Rudin , Corinna Cortes , Mehryar Mohri , Robert E. Schapire Margin-Based Ranking Meets Boosting in the Middle. [Citation Graph (0, 0)][DBLP ] Conf ] Philip M. Long , Rocco A. Servedio Martingale Boosting. [Citation Graph (0, 0)][DBLP ] Conf ] Boaz Leskes The Value of Agreement, a New Boosting Algorithm. [Citation Graph (0, 0)][DBLP ] Conf ] Maria-Florina Balcan , Avrim Blum A PAC-Style Model for Learning from Labeled and Unlabeled Data. [Citation Graph (0, 0)][DBLP ] Conf ] Matti Kääriäinen Generalization Error Bounds Using Unlabeled Data. [Citation Graph (0, 0)][DBLP ] Conf ] Ambuj Tewari , Peter L. Bartlett On the Consistency of Multiclass Classification Methods. [Citation Graph (0, 0)][DBLP ] Conf ] John Langford , Alina Beygelzimer Sensitive Error Correcting Output Codes. [Citation Graph (0, 0)][DBLP ] Conf ] Tong Zhang Data Dependent Concentration Bounds for Sequential Prediction Algorithms. [Citation Graph (0, 0)][DBLP ] Conf ] Yuri Kalnishkan , Michael V. Vyugin The Weak Aggregating Algorithm and Weak Mixability. [Citation Graph (0, 0)][DBLP ] Conf ] András György , Tamás Linder , Gábor Lugosi Tracking the Best of Many Experts. [Citation Graph (0, 0)][DBLP ] Conf ] Nicolò Cesa-Bianchi , Yishay Mansour , Gilles Stoltz Improved Second-Order Bounds for Prediction with Expert Advice. [Citation Graph (0, 0)][DBLP ] Conf ] Baruch Awerbuch , Robert D. Kleinberg Competitive Collaborative Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Sanjoy Dasgupta , Adam Tauman Kalai , Claire Monteleoni Analysis of Perceptron-Based Active Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Shai Shalev-Shwartz , Yoram Singer A New Perspective on an Old Perceptron Algorithm. [Citation Graph (0, 0)][DBLP ] Conf ] Ingo Steinwart , Clint Scovel Fast Rates for Support Vector Machines. [Citation Graph (0, 0)][DBLP ] Conf ] Vladimir Koltchinskii , Olexandra Beznosova Exponential Convergence Rates in Classification. [Citation Graph (0, 0)][DBLP ] Conf ] Nikolas List , Hans-Ulrich Simon General Polynomial Time Decomposition Algorithms. [Citation Graph (0, 0)][DBLP ] Conf ] Petros Drineas , Michael W. Mahoney Approximating a Gram Matrix for Improved Kernel-Based Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Andreas Argyriou , Charles A. Micchelli , Massimiliano Pontil Learning Convex Combinations of Continuously Parameterized Basic Kernels. [Citation Graph (0, 0)][DBLP ] Conf ] Shahar Mendelson On the Limitations of Embedding Methods. [Citation Graph (0, 0)][DBLP ] Conf ] Manfred K. Warmuth , S. V. N. Vishwanathan Leaving the Span. [Citation Graph (0, 0)][DBLP ] Conf ] Lorenzo Carlucci , Sanjay Jain , Efim B. Kinber , Frank Stephan Variations on U-Shaped Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Wei Luo , Oliver Schulte Mind Change Efficient Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Eric Martin , Arun Sharma On a Syntactic Characterization of Classification with a Mind Change Bound. [Citation Graph (0, 0)][DBLP ] Conf ] Shahar Mendelson , A. Pajor Ellipsoid Approximation Using Random Vectors. [Citation Graph (0, 0)][DBLP ] Conf ] Ravindran Kannan , Hadi Salmasian , Santosh Vempala The Spectral Method for General Mixture Models. [Citation Graph (0, 0)][DBLP ] Conf ] Dimitris Achlioptas , Frank McSherry On Spectral Learning of Mixtures of Distributions. [Citation Graph (0, 0)][DBLP ] Conf ] Matthias Hein , Jean-Yves Audibert , Ulrike von Luxburg From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians. [Citation Graph (0, 0)][DBLP ] Conf ] Mikhail Belkin , Partha Niyogi Towards a Theoretical Foundation for Laplacian-Based Manifold Methods. [Citation Graph (0, 0)][DBLP ] Conf ] Polina Golland , Feng Liang , Sayan Mukherjee , Dmitry Panchenko Permutation Tests for Classification. [Citation Graph (0, 0)][DBLP ] Conf ] Tong Zhang Localized Upper and Lower Bounds for Some Estimation Problems. [Citation Graph (0, 0)][DBLP ] Conf ] András Antos Improved Minimax Bounds on the Test and Training Distortion of Empirically Designed Vector Quantizers. [Citation Graph (0, 0)][DBLP ] Conf ] Nathan Srebro , Adi Shraibman Rank, Trace-Norm and Max-Norm. [Citation Graph (0, 0)][DBLP ] Conf ] Dana Angluin , Jiang Chen Learning a Hidden Hypergraph. [Citation Graph (0, 0)][DBLP ] Conf ] Vitaly Feldman On Attribute Efficient and Non-adaptive Learning of Parities and DNF Expressions. [Citation Graph (0, 0)][DBLP ] Conf ] Dima Kuzmin , Manfred K. Warmuth Unlabeled Compression Schemes for Maximum Classes, . [Citation Graph (0, 0)][DBLP ] Conf ] Sham M. Kakade , Michael J. Kearns Trading in Markovian Price Models. [Citation Graph (0, 0)][DBLP ] Conf ] Avrim Blum , Yishay Mansour From External to Internal Regret. [Citation Graph (0, 0)][DBLP ] Conf ] Ariel Elbaz , Homin K. Lee , Rocco A. Servedio , Andrew Wan Separating Models of Learning from Correlated and Uncorrelated Data. [Citation Graph (0, 0)][DBLP ] Conf ] Peter Grünwald , Steven de Rooij Asymptotic Log-Loss of Prequential Maximum Likelihood Codes. [Citation Graph (0, 0)][DBLP ] Conf ] Frank Balbach Teaching Classes with High Teaching Dimension Using Few Examples. [Citation Graph (0, 0)][DBLP ] Conf ] Dima Kuzmin , Manfred K. Warmuth Optimum Follow the Leader Algorithm. [Citation Graph (0, 0)][DBLP ] Conf ] John Langford The Cross Validation Problem. [Citation Graph (0, 0)][DBLP ] Conf ] Wei Luo Compute Inclusion Depth of a Pattern. [Citation Graph (0, 0)][DBLP ] Conf ] 