Papers
Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task
Jenna Wiens, Eric Horvitz, John V. Guttag
Deep Representations and Codes for Image Auto-Annotation
Ryan Kiros, Csaba Szepesvári
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models
Ke Jiang, Brian Kulis, Michael I. Jordan
Collaborative Ranking With 17 Parameters
Maksims Volkovs, Richard S. Zemel
Learning optimal spike-based representations
Ralph Bourdoukan, David Barrett, Sophie Deneve et al.
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem
Henrik Ohlsson, Allen Yang, Roy Dong et al.
Emergence of Object-Selective Features in Unsupervised Feature Learning
Adam Coates, Andrej Karpathy, Andrew Y. Ng
No-Regret Algorithms for Unconstrained Online Convex Optimization
Brendan Mcmahan, Matthew Streeter
Multiple Operator-valued Kernel Learning
Hachem Kadri, Alain Rakotomamonjy, Philippe Preux et al.
Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter
Dmitri B. Chklovskii, Daniel Soudry
Dual-Space Analysis of the Sparse Linear Model
Yi Wu, David P. Wipf
Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search
Arthur Guez, David Silver, Peter Dayan
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound
Shusen Wang, Zhihua Zhang
Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space
Yanyan Lan, Jiafeng Guo, Xueqi Cheng et al.
Recognizing Activities by Attribute Dynamics
Weixin Li, Nuno Vasconcelos
Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA
C. M. Niu, Sirish Nandyala, Won J. Sohn et al.
A lattice filter model of the visual pathway
Karol Gregor, Dmitri B. Chklovskii
Learning about Canonical Views from Internet Image Collections
Elad Mezuman, Yair Weiss
Imitation Learning by Coaching
He He, Jason Eisner, Hal Daume
Symbolic Dynamic Programming for Continuous State and Observation POMDPs
Zahra Zamani, Scott Sanner, Pascal Poupart et al.
On the connections between saliency and tracking
Vijay Mahadevan, Nuno Vasconcelos
Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs
Anima Anandkumar, Ragupathyraj Valluvan
Rational inference of relative preferences
Nisheeth Srivastava, Paul R. Schrater
Fast Resampling Weighted v-Statistics
Chunxiao Zhou, Jiseong Park, Yun Fu