Papers
Empirical models of spiking in neural populations
Jakob H. Macke, Lars Buesing, John P. Cunningham et al.
Inductive reasoning about chimeric creatures
Charles Kemp
Object Detection with Grammar Models
Ross B. Girshick, Pedro F. Felzenszwalb, David A. McAllester
Learning to Learn with Compound HD Models
Antonio Torralba, Joshua B. Tenenbaum, Ruslan Salakhutdinov
Projection onto A Nonnegative Max-Heap
Jun Liu, Liang Sun, Jieping Ye
Multi-View Learning of Word Embeddings via CCA
Paramveer Dhillon, Dean P. Foster, Lyle H. Ungar
Learning Auto-regressive Models from Sequence and Non-sequence Data
Tzu-kuo Huang, Jeff G. Schneider
Selecting Receptive Fields in Deep Networks
Adam Coates, Andrew Y. Ng
Active Ranking using Pairwise Comparisons
Kevin G. Jamieson, Robert Nowak
Maximum Margin Multi-Label Structured Prediction
Christoph H. Lampert
Similarity-based Learning via Data Driven Embeddings
Purushottam Kar, Prateek Jain
Online Learning: Stochastic, Constrained, and Smoothed Adversaries
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
Stochastic convex optimization with bandit feedback
Alekh Agarwal, Dean P. Foster, Daniel J. Hsu et al.
Continuous-Time Regression Models for Longitudinal Networks
Duy Q. Vu, David Hunter, Padhraic Smyth et al.
Matrix Completion for Multi-label Image Classification
Ricardo S. Cabral, Fernando Torre, Joao P. Costeira et al.
Adaptive Hedge
Tim V. Erven, Wouter M. Koolen, Steven D. Rooij et al.
Bayesian Spike-Triggered Covariance Analysis
ll Memming Park, Jonathan W. Pillow
Inferring spike-timing-dependent plasticity from spike train data
Ian Stevenson, Konrad Koerding
Beating SGD: Learning SVMs in Sublinear Time
Elad Hazan, Tomer Koren, Nati Srebro
Improving Topic Coherence with Regularized Topic Models
David Newman, Edwin V. Bonilla, Wray Buntine
Uniqueness of Belief Propagation on Signed Graphs
Yusuke Watanabe
Modelling Genetic Variations using Fragmentation-Coagulation Processes
Yee W. Teh, Charles Blundell, Lloyd Elliott
Im2Text: Describing Images Using 1 Million Captioned Photographs
Vicente Ordonez, Girish Kulkarni, Tamara L. Berg
Non-conjugate Variational Message Passing for Multinomial and Binary Regression
David A. Knowles, Tom Minka
Divide-and-Conquer Matrix Factorization
Lester W. Mackey, Michael I. Jordan, Ameet Talwalkar