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Optimization

1,664 papers

Papers per year

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Papers

A Greedy Approach for Budgeted Maximum Inner Product Search NIPS 2017
Riemannian approach to batch normalization NIPS 2017
Straggler Mitigation in Distributed Optimization Through Data Encoding NIPS 2017
Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks NIPS 2017
Sobolev Training for Neural Networks NIPS 2017
The Marginal Value of Adaptive Gradient Methods in Machine Learning NIPS 2017
Non-convex Finite-Sum Optimization Via SCSG Methods NIPS 2017
Improved Training of Wasserstein GANs NIPS 2017
On Blackbox Backpropagation and Jacobian Sensing NIPS 2017
Collaborative Deep Learning in Fixed Topology Networks NIPS 2017
Geometric Descent Method for Convex Composite Minimization NIPS 2017
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval NIPS 2017
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NIPS 2017
Graph Matching via Multiplicative Update Algorithm NIPS 2017
ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization NIPS 2017
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NIPS 2017
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation CVPR 2017
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR 2017
Filter Flow Made Practical: Massively Parallel and Lock-Free CVPR 2017
Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm CVPR 2017
Improving Interpretability of Deep Neural Networks With Semantic Information CVPR 2017
Single Image Reflection Suppression CVPR 2017
Convex Global 3D Registration With Lagrangian Duality CVPR 2017
Deeply Aggregated Alternating Minimization for Image Restoration CVPR 2017
DSAC - Differentiable RANSAC for Camera Localization CVPR 2017