Papers
3,706 papers found
Combining causal and similarity-based reasoning
Charles Kemp, Patrick Shafto, Allison Berke et al.
Online Classification for Complex Problems Using Simultaneous Projections
Yonatan Amit, Shai Shalev-shwartz, Yoram Singer
A Local Learning Approach for Clustering
Mingrui Wu, Bernhard Schölkopf
Multiple Instance Learning for Computer Aided Diagnosis
Murat Dundar, Balaji Krishnapuram, R. B. Rao et al.
A Complexity-Distortion Approach to Joint Pattern Alignment
Andrea Vedaldi, Stefano Soatto
Similarity by Composition
Oren Boiman, Michal Irani
Large Margin Component Analysis
Lorenzo Torresani, Kuang-chih Lee
Max-margin classification of incomplete data
Gal Chechik, Geremy Heitz, Gal Elidan et al.
Sample Complexity of Policy Search with Known Dynamics
Peter L. Bartlett, Ambuj Tewari
Compressed Regression
Shuheng Zhou, Larry Wasserman, John D. Lafferty
Competition Adds Complexity
Judy Goldsmith, Martin Mundhenk
On Sparsity and Overcompleteness in Image Models
Pietro Berkes, Richard Turner, Maneesh Sahani
Cluster Stability for Finite Samples
Ohad Shamir, Naftali Tishby
Hidden Common Cause Relations in Relational Learning
Ricardo Silva, Wei Chu, Zoubin Ghahramani
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations
M. M. Mahmud, Sylvian Ray
Learning to classify complex patterns using a VLSI network of spiking neurons
Srinjoy Mitra, Giacomo Indiveri, Stefano Fusi
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG
Julia Owen, Hagai T. Attias, Kensuke Sekihara et al.
Fast Computation of Posterior Mode in Multi-Level Hierarchical Models
Liang Zhang, Deepak Agarwal
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization
Sham M. Kakade, Karthik Sridharan, Ambuj Tewari
Rademacher Complexity Bounds for Non-I.I.D. Processes
Mehryar Mohri, Afshin Rostamizadeh
Simple Local Models for Complex Dynamical Systems
Erik Talvitie, Satinder P. Singh
Compressed Least-Squares Regression
Odalric Maillard, Rémi Munos
Slow, Decorrelated Features for Pretraining Complex Cell-like Networks
Yoshua Bengio, James S. Bergstra