Papers
4,025 papers found
A Stochastic Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization
Songtao Lu, Mingyi Hong, Zhengdao Wang
A Sub-Quadratic Exact Medoid Algorithm
James Newling, Francois Fleuret
Asymptotically exact inference in differentiable generative models
Matthew Graham, Amos Storkey
Attributing Hacks
Ziqi Liu, Alex Smola, Kyle Soska et al.
A Unified Computational and Statistical Framework for Nonconvex Low-rank Matrix Estimation
Lingxiao Wang, Xiao Zhang, Quanquan Gu
A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe
Francesco Locatello, Rajiv Khanna, Michael Tschannen et al.
Automated Inference with Adaptive Batches
Soham De, Abhay Yadav, David Jacobs et al.
Bayesian Hybrid Matrix Factorisation for Data Integration
Thomas Brouwer, Pietro Lio
Bayesian Learning and Inference in Recurrent Switching Linear Dynamical Systems
Scott Linderman, Matthew Johnson, Andrew Miller et al.
Belief Propagation in Conditional RBMs for Structured Prediction
Wei Ping, Alex Ihler
Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers
Meelis Kull, Telmo Silva Filho, Peter Flach
Black-box Importance Sampling
Qiang Liu, Jason Lee
Clustering from Multiple Uncertain Experts
Yale Chang, Junxiang Chen, Michael Cho et al.
Combinatorial Topic Models using Small-Variance Asymptotics
Ke Jiang, Suvrit Sra, Brian Kulis
Communication-efficient Distributed Sparse Linear Discriminant Analysis
Lu Tian, Quanquan Gu
Communication-Efficient Learning of Deep Networks from Decentralized Data
Brendan McMahan, Eider Moore, Daniel Ramage et al.
Comparison-Based Nearest Neighbor Search
Siavash Haghiri, Debarghya Ghoshdastidar, Ulrike von Luxburg
Complementary Sum Sampling for Likelihood Approximation in Large Scale Classification
Aleksandar Botev, Bowen Zheng, David Barber
Compressed Least Squares Regression revisited
Martin Slawski
Conditions beyond treewidth for tightness of higher-order LP relaxations
Mark Rowland, Aldo Pacchiano, Adrian Weller
Consistent and Efficient Nonparametric Different-Feature Selection
Satoshi Hara, Takayuki Katsuki, Hiroki Yanagisawa et al.
Contextual Bandits with Latent Confounders: An NMF Approach
Rajat Sen, Karthikeyan Shanmugam, Murat Kocaoglu et al.
Convergence Rate of Stochastic k-means
Cheng Tang, Claire Monteleoni