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Continuous Optimization

3,907 papers

Papers per year

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Papers

Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015
Tensor Factorization via Matrix Factorization AISTATS 2015
Symmetric Iterative Proportional Fitting AISTATS 2015
Predicting Preference Reversals via Gaussian Process Uncertainty Aversion AISTATS 2015
Column Subset Selection with Missing Data via Active Sampling AISTATS 2015
Trend Filtering on Graphs AISTATS 2015
A Greedy Homotopy Method for Regression with Nonconvex Constraints AISTATS 2015
Majorization-Minimization for Manifold Embedding AISTATS 2015
Minimizing Nonconvex Non-Separable Functions AISTATS 2015
A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015
Open Problem: The Oracle Complexity of Smooth Convex Optimization in Nonstandard Settings COLT 2015
Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015
The entropic barrier: a simple and optimal universal self-concordant barrier COLT 2015
Adaptive Recovery of Signals by Convex Optimization COLT 2015
Tensor principal component analysis via sum-of-square proofs COLT 2015
Fast Exact Matrix Completion with Finite Samples COLT 2015
Algorithms for Lipschitz Learning on Graphs COLT 2015
Low Rank Matrix Completion with Exponential Family Noise COLT 2015
Generalized Mixability via Entropic Duality COLT 2015
Regularized Linear Regression: A Precise Analysis of the Estimation Error COLT 2015
Structured Sparse Subspace Clustering: A Unified Optimization Framework CVPR 2015
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015
Radial Distortion Homography CVPR 2015
Functional Correspondence by Matrix Completion CVPR 2015
Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015