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Continuous Optimization

3,907 papers

Papers per year

6
38
155
367
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Papers

Cone-Constrained Principal Component Analysis NIPS 2014
Online Optimization for Max-Norm Regularization NIPS 2014
Difference of Convex Functions Programming for Reinforcement Learning NIPS 2014
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NIPS 2014
Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NIPS 2014
Low Rank Approximation Lower Bounds in Row-Update Streams NIPS 2014
Efficient Minimax Strategies for Square Loss Games NIPS 2014
Efficient Structured Matrix Rank Minimization NIPS 2014
Provable Submodular Minimization using Wolfe's Algorithm NIPS 2014
Multivariate Regression with Calibration NIPS 2014
QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models NIPS 2014
Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time NIPS 2014
Convex Optimization Procedure for Clustering: Theoretical Revisit NIPS 2014
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NIPS 2014
Non-convex Robust PCA NIPS 2014
Time--Data Tradeoffs by Aggressive Smoothing NIPS 2014
Tight Continuous Relaxation of the Balanced k-Cut Problem NIPS 2014
Bregman Alternating Direction Method of Multipliers NIPS 2014
Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NIPS 2014
Parallel Direction Method of Multipliers NIPS 2014
Constrained convex minimization via model-based excessive gap NIPS 2014
An Accelerated Proximal Coordinate Gradient Method NIPS 2014
Coresets for k-Segmentation of Streaming Data NIPS 2014
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NIPS 2014
Optimal decision-making with time-varying evidence reliability NIPS 2014