Papers
4,122 papers found
Coupled Clustering: A Method for Detecting Structural Correspondence
Zvika Marx, Ido Dagan, Joachim M. Buhmann et al.
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
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling
Tobias Scheffer, Stefan Wrobel
Introduction to Special Issue on Machine Learning Approaches to Shallow Parsing
James Hammerton, Miles Osborne, Susan Armstrong et al.
Kernel Independent Component Analysis
Francis R. Bach, Michael I. Jordan
Learning Equivalence Classes of Bayesian-Network Structures
David Maxwell Chickering
Learning Monotone DNF from a Teacher that Almost Does Not Answer Membership Queries
Nader H. Bshouty, Nadav Eiron
Learning Precise Timing with LSTM Recurrent Networks
Felix A. Gers, Nicol N. Schraudolph, Jürgen Schmidhuber
Learning Probabilistic Models of Link Structure
Lisa Getoor, Nir Friedman, Daphne Koller et al.
Learning Rules and Their Exceptions
Hervé Déjean
Learning to Construct Fast Signal Processing Implementations
Bryan Singer, Manuela Veloso
Limitations of Learning Via Embeddings in Euclidean Half Spaces
Shai Ben-David, Nadav Eiron, Hans Ulrich Simon
Lyapunov Design for Safe Reinforcement Learning
Theodore J. Perkins, Andrew G. Barto
Machine Learning with Data Dependent Hypothesis Classes
Adam Cannon, J. Mark Ettinger, Don Hush et al.
Memory-Based Shallow Parsing
Erik F. Tjong Kim Sang
Minimal Kernel Classifiers
Glenn M. Fung, Olvi L. Mangasarian, Alexander J. Smola
Multiple-Instance Learning of Real-Valued Data
Daniel R. Dooly, Qi Zhang, Sally A. Goldman et al.
On Boosting with Polynomially Bounded Distributions
Nader H. Bshouty, Dmitry Gavinsky
On Online Learning of Decision Lists
Ziv Nevo, Ran El-Yaniv
On the Convergence of Optimistic Policy Iteration
John N. Tsitsiklis
On Using Extended Statistical Queries to Avoid Membership Queries
Nader H. Bshouty, Vitaly Feldman
Optimal Structure Identification With Greedy Search
David Maxwell Chickering