Papers
A Complete Variational Tracker
Ryan D Turner, Steven Bottone, Bhargav Avasarala
Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers
Bruno Conejo, Nikos Komodakis, Sebastien Leprince et al.
Distance-Based Network Recovery under Feature Correlation
David Adametz, Volker Roth
Beyond Disagreement-Based Agnostic Active Learning
Chicheng Zhang, Kamalika Chaudhuri
Kernel Mean Estimation via Spectral Filtering
Krikamol Muandet, Bharath Sriperumbudur, Bernhard Schölkopf
Dependent nonparametric trees for dynamic hierarchical clustering
Kumar Avinava Dubey, Qirong Ho, Sinead A Williamson et al.
Optimizing Energy Production Using Policy Search and Predictive State Representations
Yuri Grinberg, Doina Precup, Michel Gendreau
Online Optimization for Max-Norm Regularization
Jie Shen, Huan Xu, Ping Li
Sparse PCA via Covariance Thresholding
Yash Deshpande, Andrea Montanari
Magnitude-sensitive preference formation`
Nisheeth Srivastava, Ed Vul, Paul R. Schrater
Online combinatorial optimization with stochastic decision sets and adversarial losses
Gergely Neu, Michal Valko
Dynamic Rank Factor Model for Text Streams
Shaobo Han, Lin Du, Esther Salazar et al.
Cone-Constrained Principal Component Analysis
Yash Deshpande, Andrea Montanari, Emile Richard
Distributed Estimation, Information Loss and Exponential Families
Qiang Liu, Alex Ihler
Gaussian Process Volatility Model
Yue Wu, José Miguel Hernández-Lobato, Zoubin Ghahramani
Clustered factor analysis of multineuronal spike data
Lars Buesing, Timothy A Machado, John P. Cunningham et al.
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization
Yann N. Dauphin, Razvan Pascanu, Caglar Gulcehre et al.
Biclustering Using Message Passing
Luke O'Connor, Soheil Feizi
Spatio-temporal Representations of Uncertainty in Spiking Neural Networks
Cristina Savin, Sophie Denève
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition
Hanie Sedghi, Anima Anandkumar, Edmond Jonckheere
Active Regression by Stratification
Sivan Sabato, Remi Munos
From Stochastic Mixability to Fast Rates
Nishant A Mehta, Robert C. Williamson
A Model of Distributional Handing Interaction for a Mobile Robot
Chao Shi, Masahiro Shiomi, Christian Smith et al.