Papers
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.
Object based Scene Representations using Fisher Scores of Local Subspace Projections
Mandar D Dixit, Nuno Vasconcelos
FPNN: Field Probing Neural Networks for 3D Data
Yangyan Li, Soeren Pirk, Hao Su et al.
Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction
Hsiang-Fu Yu, Nikhil Rao, Inderjit S Dhillon