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Continuous Optimization

3,907 papers

Papers per year

6
38
155
367
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Papers

A Group-based Approach to Improve Multifactorial Evolutionary Algorithm IJCAI 2018
Orchestrating a Network of Mereotopological Theories: An Abridged Report IJCAI 2018
An Optimization Framework for Recovery of Speech from Phase-Encoded Spectrograms INTERSPEECH 2018
Hidden Integrality of SDP Relaxations for Sub-Gaussian Mixture Models COLT 2018
Optimal Structured Light à La Carte CVPR 2018
Improved Epoch Extraction from Telephonic Speech Using Chebfun and Zero Frequency Filtering INTERSPEECH 2018
In-Hand Manipulation via Motion Cones RSS 2018
A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization NIPS 2018
Planar Shape Detection at Structural Scales CVPR 2018
Robust Multi-view Learning via Half-quadratic Minimization IJCAI 2018
Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018
Distributed Primal-Dual Optimization for Non-uniformly Distributed Data IJCAI 2018
Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018
Online Continuous Submodular Maximization AISTATS 2018
Non-convex Conditional Gradient Sliding ICML 2018
3D Registration of Curves and Surfaces Using Local Differential Information CVPR 2018
Estimation of Markov Chain via Rank-Constrained Likelihood ICML 2018
A Unified Dynamic Approach to Sparse Model Selection AISTATS 2018
The Well-Tempered Lasso ICML 2018
Nearly Optimal Robust Subspace Tracking ICML 2018
Stochastic Three-Composite Convex Minimization with a Linear Operator AISTATS 2018
Loss Decomposition for Fast Learning in Large Output Spaces ICML 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance NIPS 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters NIPS 2018
Structured Local Minima in Sparse Blind Deconvolution NIPS 2018