Papers
176,624 papers found
Speedup Learning for Repair-based Search by Identifying Redundant Steps
Shaul Markovitch, Asaf Shatil
Statistical Dynamics of On-line Independent Component Analysis
Gleb Basalyga, Magnus Rattray
Sufficient Dimensionality Reduction
Amir Globerson, Naftali Tishby
Task Clustering and Gating for Bayesian Multitask Learning
Bart Bakker, Tom Heskes
The em Algorithm for Kernel Matrix Completion with Auxiliary Data
Koji Tsuda, Shotaro Akaho, Kiyoshi Asai
The Principled Design of Large-Scale Recursive Neural Network Architectures--DAG-RNNs and the Protein Structure Prediction Problem
Pierre Baldi, Gianluca Pollastri
Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds
Lawrence K. Saul, Sam T. Roweis
Tracking Linear-threshold Concepts with Winnow
Chris Mesterharm
Tree Induction vs. Logistic Regression: A Learning-Curve Analysis
Claudia Perlich, Foster Provost, Jeffrey S. Simonoff
Tree-Structured Neural Decoding
Christian d'Avignon, Donald Geman
Ultraconservative Online Algorithms for Multiclass Problems
Koby Crammer, Yoram Singer
Use of the Zero-Norm with Linear Models and Kernel Methods
Jason Weston, André Elisseeff, Bernhard Schölkopf et al.
Variable Selection Using SVM-based Criteria
Alain Rakotomamonjy
Word-Sequence Kernels
Nicola Cancedda, Eric Gaussier, Cyril Goutte et al.
Algorithmic Luckiness
Ralf Herbrich, Robert C. Williamson
A Robust Minimax Approach to Classification
Gert R.G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya et al.
Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions
Alexander Strehl, Joydeep Ghosh
Coupled Clustering: A Method for Detecting Structural Correspondence
Zvika Marx, Ido Dagan, Joachim M. Buhmann et al.
Covering Ambiguity Resolution in Chinese Word Segmentation Based on Contextual Information
Xiao Luo, Maosong Sun, Benjamin K. Tsou
Data-dependent margin-based generalization bounds for classification
András Antos, Balázs Kégl, Tamás Linder et al.
Efficient Algorithms for Decision Tree Cross-validation
Hendrik Blockeel, Jan Struyf
Efficient Algorithms for Universal Portfolios
Adam Kalai, Santosh Vempala
Evaluating Translational Correspondence using Annotation Projection
Rebecca Hwa, Philip Resnik, Amy Weinberg et al.
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling
Tobias Scheffer, Stefan Wrobel