conftrace_

optimization algorithm

148 papers

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Co-occurring keywords

convex optimization (1321) gradient descent (1144) coordinate descent (147) convergence rate (607) stochastic gradient descent (1091) stochastic optimization (1060) combinatorial optimization (1039) support vector machine (978) sparse optimization (246) neural network optimization (1293)

Papers

Temporal Planning for Compilation of Quantum Approximate Optimization Circuits IJCAI 2017
Filter Flow Made Practical: Massively Parallel and Lock-Free CVPR 2017
Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data AISTATS 2017
A Unified Formulation and Fast Accelerated Proximal Gradient Method for Classification JMLR 2017
Approximate Steepest Coordinate Descent ICML 2017
StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent ICML 2017
Algorithms for $\ell_p$ Low-Rank Approximation ICML 2017
Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe NIPS 2017
Safe Adaptive Importance Sampling NIPS 2017
When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent NIPS 2017
Coordinate-wise Power Method NIPS 2016
Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain NIPS 2016
They Are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers CVPR 2016
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NIPS 2016
A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs With a Costly Max-Oracle CVPR 2015
Convergence Analysis of Prediction Markets via Randomized Subspace Descent NIPS 2015
FaLRR: A Fast Low Rank Representation Solver CVPR 2015
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015
Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NIPS 2015
Fast and Flexible Convolutional Sparse Coding CVPR 2015
Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015
A General Analysis of the Convergence of ADMM ICML 2015
Efficient Optimization for Average Precision SVM NIPS 2014
On Decomposing the Proximal Map NIPS 2013
Efficient Ranking from Pairwise Comparisons ICML 2013