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Optimization

14,207 papers

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Papers

Competing with the Empirical Risk Minimizer in a Single Pass COLT 2015
Escaping From Saddle Points — Online Stochastic Gradient for Tensor Decomposition COLT 2015
Fast Exact Matrix Completion with Finite Samples COLT 2015
Online PCA with Spectral Bounds COLT 2015
Achieving All with No Parameters: AdaNormalHedge COLT 2015
Generalized Mixability via Entropic Duality COLT 2015
Convex Risk Minimization and Conditional Probability Estimation COLT 2015
Regularized Linear Regression: A Precise Analysis of the Estimation Error COLT 2015
Blur Kernel Estimation Using Normalized Color-Line Prior CVPR 2015
A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes CVPR 2015
Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015
Global Refinement of Random Forest CVPR 2015
Sparse Convolutional Neural Networks CVPR 2015
End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression CVPR 2015
Elastic-Net Regularization of Singular Values for Robust Subspace Learning CVPR 2015
Simplified Mirror-Based Camera Pose Computation via Rotation Averaging CVPR 2015
Fast Action Proposals for Human Action Detection and Search CVPR 2015
Person Count Localization in Videos From Noisy Foreground and Detections CVPR 2015
Computationally Bounded Retrieval CVPR 2015
A Linear Least-Squares Solution to Elastic Shape-From-Template CVPR 2015
Robust Image Alignment With Multiple Feature Descriptors and Matching-Guided Neighborhoods CVPR 2015
Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015
Superdifferential Cuts for Binary Energies CVPR 2015
A Solution for Multi-Alignment by Transformation Synchronisation CVPR 2015
Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015