Papers
Matching Networks for One Shot Learning
Oriol Vinyals, Charles Blundell, Timothy Lillicrap et al.
What Makes Objects Similar: A Unified Multi-Metric Learning Approach
Han-Jia Ye, De-Chuan Zhan, Xue-Min Si et al.
Cooperative Graphical Models
Josip Djolonga, Stefanie Jegelka, Sebastian Tschiatschek et al.
A Multi-Batch L-BFGS Method for Machine Learning
Albert S Berahas, Jorge Nocedal, Martin Takac
Structured Sparse Regression via Greedy Hard Thresholding
Prateek Jain, Nikhil Rao, Inderjit S Dhillon
Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods
Cristina Savin, Gasper Tkacik
Deep Exploration via Bootstrapped DQN
Ian Osband, Charles Blundell, Alexander Pritzel et al.
A Credit Assignment Compiler for Joint Prediction
Kai-Wei Chang, He He, Stephane Ross et al.
Infinite Hidden Semi-Markov Modulated Interaction Point Process
matt zhang, Peng Lin, Peng Lin et al.
Nested Mini-Batch K-Means
James Newling, François Fleuret
Estimating the Size of a Large Network and its Communities from a Random Sample
Lin Chen, Amin Karbasi, Forrest W. Crawford
Dynamic Filter Networks
Xu Jia, Bert De Brabandere, Tinne Tuytelaars et al.
Near-Optimal Smoothing of Structured Conditional Probability Matrices
Moein Falahatgar, Mesrob I Ohannessian, Alon Orlitsky
On Mixtures of Markov Chains
Rishi Gupta, Ravi Kumar, Sergei Vassilvitskii
Coordinate-wise Power Method
Qi Lei, Kai Zhong, Inderjit S Dhillon
Improved Techniques for Training GANs
Tim Salimans, Ian Goodfellow, Wojciech Zaremba et al.
Fast recovery from a union of subspaces
Chinmay Hegde, Piotr Indyk, Ludwig Schmidt
A Consistent Regularization Approach for Structured Prediction
Carlo Ciliberto, Lorenzo Rosasco, Alessandro Rudi
“Congruent” and “Opposite” Neurons: Sisters for Multisensory Integration and Segregation
Wen-Hao Zhang, He Wang, K. Y. Michael Wong et al.
Preference Completion from Partial Rankings
Suriya Gunasekar, Oluwasanmi O Koyejo, Joydeep Ghosh
Community Detection on Evolving Graphs
Aris Anagnostopoulos, Jakub Łącki, Silvio Lattanzi et al.
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models
Marc Vuffray, Sidhant Misra, Andrey Lokhov et al.
Architectural Complexity Measures of Recurrent Neural Networks
Saizheng Zhang, Yuhuai Wu, Tong Che et al.