Papers
5,893 papers found
Switched Latent Force Models for Movement Segmentation
Mauricio Alvarez, Jan R. Peters, Neil D. Lawrence et al.
Structured sparsity-inducing norms through submodular functions
Francis R. Bach
Network Flow Algorithms for Structured Sparsity
Julien Mairal, Rodolphe Jenatton, Francis R. Bach et al.
A Family of Penalty Functions for Structured Sparsity
Jean Morales, Charles A. Micchelli, Massimiliano Pontil
Sidestepping Intractable Inference with Structured Ensemble Cascades
David Weiss, Benjamin Sapp, Ben Taskar
Construction of Dependent Dirichlet Processes based on Poisson Processes
Dahua Lin, Eric Grimson, John W. Fisher
Static Analysis of Binary Executables Using Structural SVMs
Nikos Karampatziakis
Factorized Latent Spaces with Structured Sparsity
Yangqing Jia, Mathieu Salzmann, Trevor Darrell
Structural epitome: a way to summarize one’s visual experience
Nebojsa Jojic, Alessandro Perina, Vittorio Murino
Tree-Structured Stick Breaking for Hierarchical Data
Zoubin Ghahramani, Michael I. Jordan, Ryan P. Adams
Feature Construction for Inverse Reinforcement Learning
Sergey Levine, Zoran Popovic, Vladlen Koltun
Direct Loss Minimization for Structured Prediction
Tamir Hazan, Joseph Keshet, David A. McAllester
Moreau-Yosida Regularization for Grouped Tree Structure Learning
Jun Liu, Jieping Ye
A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction
Tamir Hazan, Raquel Urtasun
Mixture of time-warped trajectory models for movement decoding
Elaine Corbett, Eric Perreault, Konrad Koerding
Learning Higher-Order Graph Structure with Features by Structure Penalty
Shilin Ding, Grace Wahba, Xiaojin Zhu
Spectral Methods for Learning Multivariate Latent Tree Structure
Animashree Anandkumar, Kamalika Chaudhuri, Daniel J. Hsu et al.
Structure Learning for Optimization
Shulin Yang, Ali Rahimi
Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss
Joseph Keshet, David A. McAllester
Budgeted Optimization with Concurrent Stochastic-Duration Experiments
Javad Azimi, Alan Fern, Xiaoli Z. Fern
An Application of Tree-Structured Expectation Propagation for Channel Decoding
Pablo M. Olmos, Luis Salamanca, Juan Fuentes et al.
Maximum Margin Multi-Label Structured Prediction
Christoph H. Lampert
Structured Learning for Cell Tracking
Xinghua Lou, Fred A. Hamprecht
Selecting the State-Representation in Reinforcement Learning
Odalric-ambrym Maillard, Daniil Ryabko, Rémi Munos
A Global Structural EM Algorithm for a Model of Cancer Progression
Ali Tofigh, Erik Sj̦lund, Mattias H̦glund et al.