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Optimization

1203 directly classified papers

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Papers

Consensus Maximization With Linear Matrix Inequality Constraints CVPR 2017
Adaptive and Move Making Auxiliary Cuts for Binary Pairwise Energies CVPR 2017
A Clever Elimination Strategy for Efficient Minimal Solvers CVPR 2017
A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery CVPR 2017
Template-Based Monocular 3D Recovery of Elastic Shapes Using Lagrangian Multipliers CVPR 2017
Filter Flow Made Practical: Massively Parallel and Lock-Free CVPR 2017
An Exact Penalty Method for Locally Convergent Maximum Consensus CVPR 2017
Revenue Optimization with Approximate Bid Predictions NIPS 2017
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS 2017
Generalized Linear Model Regression under Distance-to-set Penalties NIPS 2017
Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis ICML 2017
Approximate Steepest Coordinate Descent ICML 2017
Tensor Balancing on Statistical Manifold ICML 2017
Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization ICML 2017
Sub-sampled Cubic Regularization for Non-convex Optimization ICML 2017
Stochastic Difference of Convex Algorithm and its Application to Training Deep Boltzmann Machines AISTATS 2017
Max-value Entropy Search for Efficient Bayesian Optimization ICML 2017
Batched High-dimensional Bayesian Optimization via Structural Kernel Learning ICML 2017
Stochastic Adaptive Quasi-Newton Methods for Minimizing Expected Values ICML 2017
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models JMLR 2017
Image Gradient-based Joint Direct Visual Odometry for Stereo Camera IJCAI 2017
Learning-Based Abstractions for Nonlinear Constraint Solving IJCAI 2017
Stochastic Constraint Programming with And-Or Branch-and-Bound IJCAI 2017
Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions IJCAI 2017
A Nonconvex Approach for Phase Retrieval: Reshaped Wirtinger Flow and Incremental Algorithms JMLR 2017