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Maximizing Influence in an Ising Network: A Mean-Field Optimal Solution
Christopher Lynn, Daniel D Lee
2016 NeurIPS
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators
Shashank Singh, Barnabas Poczos
2016 NeurIPS
Learnable Visual Markers
Oleg Grinchuk, Vadim Lebedev, Victor Lempitsky
2016 NeurIPS
Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images
Vladimir Golkov, Marcin J Skwark, Antonij Golkov et al.
2016 NeurIPS
k*-Nearest Neighbors: From Global to Local
Oren Anava, Kfir Levy
2016 NeurIPS
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition
Theodore Bluche
2016 NeurIPS
The Multi-fidelity Multi-armed Bandit
Kirthevasan Kandasamy, Gautam Dasarathy, Barnabas Poczos et al.
2016 NeurIPS
Sorting out typicality with the inverse moment matrix SOS polynomial
Edouard Pauwels, Jean B Lasserre
2016 NeurIPS
Coresets for Scalable Bayesian Logistic Regression
Jonathan Huggins, Trevor Campbell, Tamara Broderick
2016 NeurIPS
The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM
Damek Davis, Brent Edmunds, Madeleine Udell
2016 NeurIPS
Stochastic Optimization for Large-scale Optimal Transport
Aude Genevay, Marco Cuturi, Gabriel Peyré et al.
2016 NeurIPS
Active Learning with Oracle Epiphany
Tzu-Kuo Huang, Lihong Li, Ara Vartanian et al.
2016 NeurIPS
Hierarchical Object Representation for Open-Ended Object Category Learning and Recognition
Seyed Hamidreza Kasaei, Ana Maria Tomé, Luís Seabra Lopes
2016 NeurIPS
Dimension-Free Iteration Complexity of Finite Sum Optimization Problems
Yossi Arjevani, Ohad Shamir
2016 NeurIPS
Spectral Learning of Dynamic Systems from Nonequilibrium Data
Hao Wu, Frank Noe
2016 NeurIPS
Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization
Sashank J. Reddi, Suvrit Sra, Barnabas Poczos et al.
2016 NeurIPS
Cyclades: Conflict-free Asynchronous Machine Learning
Xinghao Pan, Maximilian Lam, Stephen Tu et al.
2016 NeurIPS
Feature selection in functional data classification with recursive maxima hunting
José L. Torrecilla, Alberto Suárez
2016 NeurIPS
CMA-ES with Optimal Covariance Update and Storage Complexity
Oswin Krause, Dídac Rodríguez Arbonès, Christian Igel
2016 NeurIPS
Graph Clustering: Block-models and model free results
Yali Wan, Marina Meila
2016 NeurIPS
Dynamic Network Surgery for Efficient DNNs
Yiwen Guo, Anbang Yao, Yurong Chen
2016 NeurIPS
Greedy Feature Construction
Dino Oglic, Thomas Gärtner
2016 NeurIPS
Mapping Estimation for Discrete Optimal Transport
Michaël Perrot, Nicolas Courty, Rémi Flamary et al.
2016 NeurIPS
Sublinear Time Orthogonal Tensor Decomposition
Zhao Song, David Woodruff, Huan Zhang
2016 NeurIPS
Incremental Variational Sparse Gaussian Process Regression
Ching-An Cheng, Byron Boots
2016 NeurIPS