Papers
4,025 papers found
Dependent Indian Buffet Processes
Sinead Williamson, Peter Orbanz, Zoubin Ghahramani
Descent Methods for Tuning Parameter Refinement
Alexander Lorbert, Peter Ramadge
Detecting Weak but Hierarchically-Structured Patterns in Networks
Aarti Singh, Robert Nowak, Robert Calderbank
Deterministic Bayesian inference for the $p*$ model
Haakon Austad, Nial Friel
Dirichlet Process Mixtures of Generalized Linear Models
Lauren Hannah, David Blei, Warren Powell
Discriminative Topic Segmentation of Text and Speech
Mehryar Mohri, Pedro Moreno, Eugene Weinstein
Efficient Learning of Deep Boltzmann Machines
Ruslan Salakhutdinov, Hugo Larochelle
Efficient Multioutput Gaussian Processes through Variational Inducing Kernels
Mauricio Álvarez, David Luengo, Michalis Titsias et al.
Efficient Reductions for Imitation Learning
Stephane Ross, Drew Bagnell
Elliptical slice sampling
Iain Murray, Ryan Adams, David MacKay
Empirical Bernstein Boosting
Pannagadatta Shivaswamy, Tony Jebara
Exclusive Lasso for Multi-task Feature Selection
Yang Zhou, Rong Jin, Steven Chu–Hong Hoi
Exploiting Covariate Similarity in Sparse Regression via the Pairwise Elastic Net
Alexander Lorbert, David Eis, Victoria Kostina et al.
Exploiting Feature Covariance in High-Dimensional Online Learning
Justin Ma, Alex Kulesza, Mark Dredze et al.
Exploiting Within-Clique Factorizations in Junction-Tree Algorithms
Julian McAuley, Tiberio Caetano
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images
Marc’Aurelio Ranzato, Alex Krizhevsky, Geoffrey Hinton
Factorized Orthogonal Latent Spaces
Mathieu Salzmann, Carl Henrik Ek, Raquel Urtasun et al.
Fast Active-set-type Algorithms for $l1$-regularized Linear Regression
Jingu Kim, Haesun Park
Feature Selection using Multiple Streams
Paramveer Dhillon, Dean Foster, Lyle Ungar
Fluid Dynamics Models for Low Rank Discriminant Analysis
Yung–Kyun Noh, Byoung–Tak Zhang, Daniel Lee
Focused Belief Propagation for Query-Specific Inference
Anton Chechetka, Carlos Guestrin
Gaussian processes with monotonicity information
Jaakko Riihimäki, Aki Vehtari
Guarantees for Approximate Incremental SVMs
Nicolas Usunier, Antoine Bordes, Léon Bottou
Half Transductive Ranking
Bing Bai, Jason Weston, David Grangier et al.