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Optimization

1203 directly classified papers

Papers per year

Papers

Near-Optimal Entrywise Sampling for Data Matrices NIPS 2013
A message-passing algorithm for multi-agent trajectory planning NIPS 2013
Linear Convergence with Condition Number Independent Access of Full Gradients NIPS 2013
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NIPS 2013
A Minimum Error Vanishing Point Detection Approach for Uncalibrated Monocular Images of Man-Made Environments CVPR 2013
Multi-attribute Queries: To Merge or Not to Merge? CVPR 2013
Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs CVPR 2013
Discovering the Structure of a Planar Mirror System from Multiple Observations of a Single Point CVPR 2013
Mirror Descent Meets Fixed Share (and feels no regret) NIPS 2012
A new metric on the manifold of kernel matrices with application to matrix geometric means NIPS 2012
Minimizing Uncertainty in Pipelines NIPS 2012
Stochastic Gradient Descent with Only One Projection NIPS 2012
Complexity of Bethe Approximation AISTATS 2012
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NIPS 2012
Tractable Objectives for Robust Policy Optimization NIPS 2012
Robustness and risk-sensitivity in Markov decision processes NIPS 2012
Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods NIPS 2012
Query Complexity of Derivative-Free Optimization NIPS 2012
Matrix reconstruction with the local max norm NIPS 2012
Iterative ranking from pair-wise comparisons NIPS 2012
Fast Approximation of Matrix Coherence and Statistical Leverage JMLR 2012
Approximating Concavely Parameterized Optimization Problems NIPS 2012
Scalable nonconvex inexact proximal splitting NIPS 2012
MAP Inference in Chains using Column Generation NIPS 2012
Scaled Gradients on Grassmann Manifolds for Matrix Completion NIPS 2012