Papers
A Statistical Model for Event Sequence Data
Kevin Heins, Hal Stern
Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs
Waheed Bajwa, Marco Duarte, Robert Calderbank
Avoiding pathologies in very deep networks
David Duvenaud, Oren Rippel, Ryan Adams et al.
Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel
Vassilios Stathopoulos, Veronica Zamora-Gutierrez, Kate Jones et al.
Bayesian Logistic Gaussian Process Models for Dynamic Networks
Daniele Durante, David Dunson
Bayesian Multi-Scale Optimistic Optimization
Ziyu Wang, Babak Shakibi, Lin Jin et al.
Bayesian Nonparametric Poisson Factorization for Recommendation Systems
Prem Gopalan, Francisco J. Ruiz, Rajesh Ranganath et al.
Bayesian Switching Interaction Analysis Under Uncertainty
Zoran Dzunic, John Fisher III
Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence
Yung-Kyun Noh, Masashi Sugiyama, Song Liu et al.
Black Box Variational Inference
Rajesh Ranganath, Sean Gerrish, David Blei
Characterizing EVOI-Sufficient k-Response Query Sets in Decision Problems
Robert Cohn, Satinder Singh, Edmund Durfee
Class Proportion Estimation with Application to Multiclass Anomaly Rejection
Tyler Sanderson, Clayton Scott
Cluster Canonical Correlation Analysis
Nikhil Rasiwasia, Dhruv Mahajan, Vijay Mahadevan et al.
Collaborative Ranking for Local Preferences
Berk Kapicioglu, David Rosenberg, Robert Schapire et al.
Computational Education using Latent Structured Prediction
Tanja Käser, Alexander Schwing, Tamir Hazan et al.
Connected Sub-graph Detection
Jing Qian, Venkatesh Saligrama, Yuting Chen
Context Aware Group Nearest Shrunken Centroids in Large-Scale Genomic Studies
Juemin Yang, Fang Han, Rafael Irizarry et al.
Decontamination of Mutually Contaminated Models
Gilles Blanchard, Clayton Scott
Distributed optimization of deeply nested systems
Miguel Carreira-Perpinan, Weiran Wang
Dynamic Resource Allocation for Optimizing Population Diffusion
Shan Xue, Alan Fern, Daniel Sheldon
Efficient Algorithms and Error Analysis for the Modified Nystrom Method
Shusen Wang, Zhihua Zhang
Efficient Distributed Topic Modeling with Provable Guarantees
Weicong Ding, Mohammad Rohban, Prakash Ishwar et al.
Efficient Inference for Complex Queries on Complex Distributions
Lili Dworkin, Michael Kearns, Lirong Xia