Papers
Phrase-based Image Captioning
Remi Lebret, Pedro Pinheiro, Ronan Collobert
Context-based Unsupervised Data Fusion for Decision Making
Erfan Soltanmohammadi, Mort Naraghi-Pour, Mihaela Schaar
Gated Feedback Recurrent Neural Networks
Junyoung Chung, Caglar Gulcehre, Kyunghyun Cho et al.
Learning to Search Better than Your Teacher
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal et al.
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, Ryan Kiros et al.
A Hybrid Approach for Probabilistic Inference using Random Projections
Michael Zhu, Stefano Ermon
A Multitask Point Process Predictive Model
Wenzhao Lian, Ricardo Henao, Vinayak Rao et al.
Algorithms for the Hard Pre-Image Problem of String Kernels and the General Problem of String Prediction
Sébastien Giguère, Amélie Rolland, Francois Laviolette et al.
Low-Rank Matrix Recovery from Row-and-Column Affine Measurements
Or Zuk, Avishai Wagner
Entropic Graph-based Posterior Regularization
Maxwell Libbrecht, Michael Hoffman, Jeff Bilmes et al.
Feature-Budgeted Random Forest
Feng Nan, Joseph Wang, Venkatesh Saligrama
Adding vs. Averaging in Distributed Primal-Dual Optimization
Chenxin Ma, Virginia Smith, Martin Jaggi et al.
Variational Generative Stochastic Networks with Collaborative Shaping
Philip Bachman, Doina Precup
Submodularity in Data Subset Selection and Active Learning
Kai Wei, Rishabh Iyer, Jeff Bilmes
Bayesian Multiple Target Localization
Purnima Rajan, Weidong Han, Raphael Sznitman et al.
The Kendall and Mallows Kernels for Permutations
Yunlong Jiao, Jean-Philippe Vert
On Symmetric and Asymmetric LSHs for Inner Product Search
Behnam Neyshabur, Nathan Srebro
Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components
Philipp Geiger, Kun Zhang, Bernhard Schoelkopf et al.
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons
Dohyung Park, Joe Neeman, Jin Zhang et al.
Discovering Temporal Causal Relations from Subsampled Data
Mingming Gong, Kun Zhang, Bernhard Schoelkopf et al.
Trust Region Policy Optimization
John Schulman, Sergey Levine, Pieter Abbeel et al.
Bipartite Edge Prediction via Transductive Learning over Product Graphs
Hanxiao Liu, Yiming Yang
Active Nearest Neighbors in Changing Environments
Christopher Berlind, Ruth Urner
Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks
Jose Miguel Hernandez-Lobato, Ryan Adams