Papers
8,340 papers found
Domain Generalization via Invariant Feature Representation
Krikamol Muandet, David Balduzzi, Bernhard Schölkopf
Dynamical Models and tracking regret in online convex programming
Eric Hall, Rebecca Willett
Dynamic Covariance Models for Multivariate Financial Time Series
Yue Wu, Jose Miguel Hernandez-Lobato, Ghahramani Zoubin
Dynamic Probabilistic Models for Latent Feature Propagation in Social Networks
Creighton Heaukulani, Zoubin Ghahramani
Efficient Active Learning of Halfspaces: an Aggressive Approach
Alon Gonen, Sivan Sabato, Shai Shalev-Shwartz
Efficient Dimensionality Reduction for Canonical Correlation Analysis
Haim Avron, Christos Boutsidis, Sivan Toledo et al.
Efficient Multi-label Classification with Many Labels
Wei Bi, James Kwok
Efficient Ranking from Pairwise Comparisons
Fabian Wauthier, Michael Jordan, Nebojsa Jojic
Efficient Semi-supervised and Active Learning of Disjunctions
Nina Balcan, Christopher Berlind, Steven Ehrlich et al.
Efficient Sparse Group Feature Selection via Nonconvex Optimization
Shuo Xiang, Xiaoshen Tong, Jieping Ye
ELLA: An Efficient Lifelong Learning Algorithm
Paul Ruvolo, Eric Eaton
Ellipsoidal Multiple Instance Learning
Gabriel Krummenacher, Cheng Soon Ong, Joachim Buhmann
Enhanced statistical rankings via targeted data collection
Braxton Osting, Christoph Brune, Stanley Osher
Entropic Affinities: Properties and Efficient Numerical Computation
Max Vladymyrov, Miguel Carreira-Perpinan
Estimation of Causal Peer Influence Effects
Panos Toulis, Edward Kao
Exact Rule Learning via Boolean Compressed Sensing
Dmitry Malioutov, Kush Varshney
Expensive Function Optimization with Stochastic Binary Outcomes
Matthew Tesch, Jeff Schneider, Howie Choset
Exploiting Ontology Structures and Unlabeled Data for Learning
Nina Balcan, Avrim Blum, Yishay Mansour
Exploring the Mind: Integrating Questionnaires and fMRI
Esther Salazar, Ryan Bogdan, Adam Gorka et al.
Factorial Multi-Task Learning : A Bayesian Nonparametric Approach
Sunil Gupta, Dinh Phung, Svetha Venkatesh
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization
Abhishek Kumar, Vikas Sindhwani, Prabhanjan Kambadur
Fast dropout training
Sida Wang, Christopher Manning