Journals in DBLP
Gert R. G. Lanckriet , Nello Cristianini , Peter L. Bartlett , Laurent El Ghaoui , Michael I. Jordan Learning the Kernel Matrix with Semidefinite Programming. [Citation Graph (0, 0)][DBLP ] Journal ] Kenji Fukumizu , Francis R. Bach , Michael I. Jordan Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces. [Citation Graph (0, 0)][DBLP ] Journal ] Ryan M. Rifkin , Aldebaro Klautau In Defense of One-Vs-All Classification. [Citation Graph (0, 0)][DBLP ] Journal ] Herbert K. H. Lee , Merlise A. Clyde Lossless Online Bayesian Bagging. [Citation Graph (0, 0)][DBLP ] Journal ] Nada Lavrac , Branko Kavsek , Peter A. Flach , Ljupco Todorovski Subgroup Discovery with CN2-SD. [Citation Graph (0, 0)][DBLP ] Journal ] Martin Anthony Generalization Error Bounds for Threshold Decision Lists. [Citation Graph (0, 0)][DBLP ] Journal ] Shahar Mendelson , Petra Philips On the Importance of Small Coordinate Projections. [Citation Graph (0, 0)][DBLP ] Journal ] Jayanta Basak , Anant Sudarshan , Deepak Trivedi , M. S. Santhanam Weather Data Mining Using Independent Component Analysis. [Citation Graph (0, 0)][DBLP ] Journal ] Yoram Baram , Ran El-Yaniv , Kobi Luz Online Choice of Active Learning Algorithms. [Citation Graph (0, 0)][DBLP ] Journal ] Ulrike von Luxburg , Olivier Bousquet , Bernhard Schölkopf A Compression Approach to Support Vector Model Selection. [Citation Graph (0, 0)][DBLP ] Journal ] Shie Mannor , Nahum Shimkin A Geometric Approach to Multi-Criterion Reinforcement Learning. [Citation Graph (0, 0)][DBLP ] Journal ] David D. Lewis , Yiming Yang , Tony G. Rose , Fan Li RCV1: A New Benchmark Collection for Text Categorization Research. [Citation Graph (0, 0)][DBLP ] Journal ] Michael Quist , Golan Yona Distributional Scaling: An Algorithm for Structure-Preserving Embedding of Metric and Nonmetric Spaces. [Citation Graph (0, 0)][DBLP ] Journal ] Nitesh V. Chawla , Lawrence O. Hall , Kevin W. Bowyer , W. Philip Kegelmeyer Learning Ensembles from Bites: A Scalable and Accurate Approach. [Citation Graph (0, 0)][DBLP ] Journal ] Isao Higuchi , Shinto Eguchi Robust Principal Component Analysis with Adaptive Selection for Tuning Parameters. [Citation Graph (0, 0)][DBLP ] Journal ] Alexander Clark , Franck Thollard PAC-learnability of Probabilistic Deterministic Finite State Automata. [Citation Graph (0, 0)][DBLP ] Journal ] David Kauchak , Joseph Smarr , Charles Elkan Sources of Success for Boosted Wrapper Induction. [Citation Graph (0, 0)][DBLP ] Journal ] John Langford , David A. McAllester Computable Shell Decomposition Bounds. [Citation Graph (0, 0)][DBLP ] Journal ] Mikko Koivisto , Kismat Sood Exact Bayesian Structure Discovery in Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Journal ] Vladimir Vovk A Universal Well-Calibrated Algorithm for On-line Classification. [Citation Graph (0, 0)][DBLP ] Journal ] Filip Ginter , Jorma Boberg , Jouni Järvinen , Tapio Salakoski New Techniques for Disambiguation in Natural Language and Their Application to Biological Text. [Citation Graph (0, 0)][DBLP ] Journal ] Shie Mannor , John N. Tsitsiklis The Sample Complexity of Exploration in the Multi-Armed Bandit Problem. [Citation Graph (0, 0)][DBLP ] Journal ] Avrim Blum , Jeffrey C. Jackson , Tuomas Sandholm , Martin Zinkevich Preference Elicitation and Query Learning. [Citation Graph (0, 0)][DBLP ] Journal ] Ulrike von Luxburg , Olivier Bousquet Distance-Based Classification with Lipschitz Functions. [Citation Graph (0, 0)][DBLP ] Journal ] Nevin Lianwen Zhang Hierarchical Latent Class Models for Cluster Analysis. [Citation Graph (0, 0)][DBLP ] Journal ] Giorgio Valentini , Thomas G. Dietterich Bias-Variance Analysis of Support Vector Machines for the Development of SVM-Based Ensemble Methods. [Citation Graph (0, 0)][DBLP ] Journal ] Andreas Ziehe , Pavel Laskov , Guido Nolte , Klaus-Robert Müller A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation. [Citation Graph (0, 0)][DBLP ] Journal ] Julian Laub , Klaus-Robert Müller Feature Discovery in Non-Metric Pairwise Data. [Citation Graph (0, 0)][DBLP ] Journal ] Tony Jebara , Risi Imre Kondor , Andrew Howard Probability Product Kernels. [Citation Graph (0, 0)][DBLP ] Journal ] Jennifer G. Dy , Carla E. Brodley Feature Selection for Unsupervised Learning. [Citation Graph (0, 0)][DBLP ] Journal ] Michael Schmitt Some Dichotomy Theorems for Neural Learning Problems. [Citation Graph (0, 0)][DBLP ] Journal ] Yixin Chen , James Ze Wang Image Categorization by Learning and Reasoning with Regions. [Citation Graph (0, 0)][DBLP ] Journal ] Saharon Rosset , Ji Zhu , Trevor Hastie Boosting as a Regularized Path to a Maximum Margin Classifier. [Citation Graph (0, 0)][DBLP ] Journal ] Ting-Fan Wu , Chih-Jen Lin , Ruby C. Weng Probability Estimates for Multi-class Classification by Pairwise Coupling. [Citation Graph (0, 0)][DBLP ] Journal ] Andreas Christmann , Ingo Steinwart On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition. [Citation Graph (0, 0)][DBLP ] Journal ] Corinna Cortes , Patrick Haffner , Mehryar Mohri Rational Kernels: Theory and Algorithms. [Citation Graph (0, 0)][DBLP ] Journal ] Brian Sallans , Geoffrey E. Hinton Reinforcement Learning with Factored States and Actions. [Citation Graph (0, 0)][DBLP ] Journal ] Yoshua Bengio , Yves Grandvalet No Unbiased Estimator of the Variance of K-Fold Cross-Validation. [Citation Graph (0, 0)][DBLP ] Journal ] Matti Kääriäinen , Tuomo Malinen , Tapio Elomaa Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees. [Citation Graph (0, 0)][DBLP ] Journal ] Olvi L. Mangasarian , Jude W. Shavlik , Edward W. Wild Knowledge-Based Kernel Approximation. [Citation Graph (0, 0)][DBLP ] Journal ] Di-Rong Chen , Qiang Wu , Yiming Ying , Ding-Xuan Zhou Support Vector Machine Soft Margin Classifiers: Error Analysis. [Citation Graph (0, 0)][DBLP ] Journal ] Denver Dash , Gregory F. Cooper Model Averaging for Prediction with Discrete Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Journal ] Lei Yu , Huan Liu Efficient Feature Selection via Analysis of Relevance and Redundancy. [Citation Graph (0, 0)][DBLP ] Journal ] Tong Zhang Statistical Analysis of Some Multi-Category Large Margin Classification Methods. [Citation Graph (0, 0)][DBLP ] Journal ] Kaizhu Huang , Haiqin Yang , Irwin King , Michael R. Lyu , Laiwan Chan The Minimum Error Minimax Probability Machine. [Citation Graph (0, 0)][DBLP ] Journal ] David Maxwell Chickering , David Heckerman , Christopher Meek Large-Sample Learning of Bayesian Networks is NP-Hard. [Citation Graph (0, 0)][DBLP ] Journal ] David J. Stracuzzi , Paul E. Utgoff Randomized Variable Elimination. [Citation Graph (0, 0)][DBLP ] Journal ] Ernesto De Vito , Lorenzo Rosasco , Andrea Caponnetto , Michele Piana , Alessandro Verri Some Properties of Regularized Kernel Methods [Citation Graph (0, 0)][DBLP ] Journal ] Trevor Hastie , Saharon Rosset , Robert Tibshirani , Ji Zhu The Entire Regularization Path for the Support Vector Machine. [Citation Graph (0, 0)][DBLP ] Journal ] Chiranjib Bhattacharyya Second Order Cone Programming Formulations for Feature Selection. [Citation Graph (0, 0)][DBLP ] Journal ] Christina S. Leslie , Rui Kuang Fast String Kernels using Inexact Matching for Protein Sequences. [Citation Graph (0, 0)][DBLP ] Journal ] Patrik O. Hoyer Non-negative Matrix Factorization with Sparseness Constraints. [Citation Graph (0, 0)][DBLP ] Journal ] Evan Greensmith , Peter L. Bartlett , Jonathan Baxter Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning. [Citation Graph (0, 0)][DBLP ] Journal ] François Fleuret Fast Binary Feature Selection with Conditional Mutual Information. [Citation Graph (0, 0)][DBLP ] Journal ] Cynthia Rudin , Ingrid Daubechies , Robert E. Schapire The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins. [Citation Graph (0, 0)][DBLP ] Journal ] 