Papers
Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing
Huayan Wang, Koller Daphne
Label Partitioning For Sublinear Ranking
Jason Weston, Ameesh Makadia, Hector Yee
Transition Matrix Estimation in High Dimensional Time Series
Fang Han, Han Liu
Gated Autoencoders with Tied Input Weights
Droniou Alain, Sigaud Olivier
Monochromatic Bi-Clustering
Sharon Wulff, Ruth Urner, Shai Ben-David
Precision-recall space to correct external indices for biclustering
Blaise Hanczar, Mohamed Nadif
Scalable Optimization of Neighbor Embedding for Visualization
Zhirong Yang, Jaakko Peltonen, Samuel Kaski
Fast dropout training
Sida Wang, Christopher Manning
Learning Connections in Financial Time Series
Gartheeban Ganeshapillai, John Guttag, Andrew Lo
A unifying framework for vector-valued manifold regularization and multi-view learning
Minh Hà Quang, Loris Bazzani, Vittorio Murino
Generic Exploration and K-armed Voting Bandits
Tanguy Urvoy, Fabrice Clerot, Raphael Féraud et al.
Local Low-Rank Matrix Approximation
Joonseok Lee, Seungyeon Kim, Guy Lebanon et al.
Ellipsoidal Multiple Instance Learning
Gabriel Krummenacher, Cheng Soon Ong, Joachim Buhmann
Forecastable Component Analysis
Georg Goerg
A Variational Approximation for Topic Modeling of Hierarchical Corpora
Do-kyum Kim, Geoffrey Voelker, Lawrence Saul
Thurstonian Boltzmann Machines: Learning from Multiple Inequalities
Truyen Tran, Dinh Phung, Svetha Venkatesh
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems
Pinghua Gong, Changshui Zhang, Zhaosong Lu et al.
Toward Optimal Stratification for Stratified Monte-Carlo Integration
Alexandra Carpentier, Rémi Munos
Stochastic Simultaneous Optimistic Optimization
Michal Valko, Alexandra Carpentier, Rémi Munos
Gaussian Process Vine Copulas for Multivariate Dependence
David Lopez-Paz, Jose Miguel Hernández-Lobato, Ghahramani Zoubin
Mixture of Mutually Exciting Processes for Viral Diffusion
Shuang-Hong Yang, Hongyuan Zha
Rounding Methods for Discrete Linear Classification
Yann Chevaleyre, Frédéerick Koriche, Jean-daniel Zucker
Convex Adversarial Collective Classification
MohamadAli Torkamani, Daniel Lowd
Efficient Semi-supervised and Active Learning of Disjunctions
Nina Balcan, Christopher Berlind, Steven Ehrlich et al.