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Optimization

14,207 papers

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Papers

Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF COLING 2016
Corpus Fusion for Emotion Classification COLING 2016
A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing COLING 2016
An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives COLT 2016
Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models COLT 2016
Highly-Smooth Zero-th Order Online Optimization COLT 2016
Dropping Convexity for Faster Semi-definite Optimization COLT 2016
A Light Touch for Heavily Constrained SGD COLT 2016
Asymptotic behavior of \ell_p-based Laplacian regularization in semi-supervised learning COLT 2016
Optimal rates for total variation denoising COLT 2016
Streaming PCA: Matching Matrix Bernstein and Near-Optimal Finite Sample Guarantees for Oja’s Algorithm COLT 2016
Time series prediction and online learning COLT 2016
Gradient Descent Only Converges to Minimizers COLT 2016
Best-of-K-bandits COLT 2016
Online learning in repeated auctions COLT 2016
Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016
In the Shadows, Shape Priors Shine: Using Occlusion to Improve Multi-Region Segmentation CVPR 2016
Needle-Match: Reliable Patch Matching Under High Uncertainty CVPR 2016
Automatic Image Cropping : A Computational Complexity Study CVPR 2016
Training Region-Based Object Detectors With Online Hard Example Mining CVPR 2016
From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection CVPR 2016
POD: Discovering Primary Objects in Videos Based on Evolutionary Refinement of Object Recurrence, Background, and Primary Object Models CVPR 2016
Solving Small-Piece Jigsaw Puzzles by Growing Consensus CVPR 2016
Structured Feature Similarity With Explicit Feature Map CVPR 2016
Joint Learning of Single-Image and Cross-Image Representations for Person Re-Identification CVPR 2016