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Optimization & Theory

36,874 papers (3 classified directly here)

Subtopics

Optimization (14,983) Bayesian Inference (5,566) Learning Theory (5,334) Theory (4,955) Statistical Learning (4,117) Neural Network Optimization (3,649) Stochastic Processes (2,667) Loss Functions (1,162) Distributed Learning (1,135) Stochastic Methods (1,118) Online Algorithms (806) Statistics (684) Information Theory (318) Generalization (220) Sparse Optimization (158) Sample Complexity (99) Game Theory (30) Robust Optimization (17) Optimal Transport (14) Approximation Algorithms (10) Distributed Optimization (8) Convex Optimization (8)

Papers per year

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Papers (including subtopics)

A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013
Separable Dictionary Learning CVPR 2013
Optimal Geometric Fitting under the Truncated L2-Norm CVPR 2013
Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images CVPR 2013
Robust Region Grouping via Internal Patch Statistics CVPR 2013
Boundary Detection Benchmarking: Beyond F-Measures CVPR 2013
Least Soft-Threshold Squares Tracking CVPR 2013
Online Robust Dictionary Learning CVPR 2013
Stochastic Deconvolution CVPR 2013
Learning to Estimate and Remove Non-uniform Image Blur CVPR 2013
Scene Parsing by Integrating Function, Geometry and Appearance Models CVPR 2013
Multi-task Sparse Learning with Beta Process Prior for Action Recognition CVPR 2013
Cloud Motion as a Calibration Cue CVPR 2013
FasT-Match: Fast Affine Template Matching CVPR 2013
Large Displacement Optical Flow from Nearest Neighbor Fields CVPR 2013
Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013
Efficient Large-Scale Structured Learning CVPR 2013
Relative Volume Constraints for Single View 3D Reconstruction CVPR 2013
Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes CVPR 2013
A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration CVPR 2013
Intrinsic Characterization of Dynamic Surfaces CVPR 2013
A Higher-Order CRF Model for Road Network Extraction CVPR 2013
Fully-Connected CRFs with Non-Parametric Pairwise Potential CVPR 2013
Composite Statistical Inference for Semantic Segmentation CVPR 2013
The Variational Structure of Disparity and Regularization of 4D Light Fields CVPR 2013