← Optimization & Theory
Deep Learning › Optimization & Theory ›

Optimization

1638 directly classified papers

Papers per year

Papers

Gauss-Newton Deformable Part Models for Face Alignment in-the-Wild CVPR 2014
Recovering Surface Details under General Unknown Illumination Using Shading and Coarse Multi-view Stereo CVPR 2014
Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization ICML 2014
Logistic Regression: Tight Bounds for Stochastic and Online Optimization COLT 2014
Stochastic Proximal Gradient Descent with Acceleration Techniques NIPS 2014
Large-Margin Convex Polytope Machine NIPS 2014
Scalable Kernel Methods via Doubly Stochastic Gradients NIPS 2014
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NIPS 2014
Bregman Alternating Direction Method of Multipliers NIPS 2014
A Safe Screening Rule for Sparse Logistic Regression NIPS 2014
Parallel Double Greedy Submodular Maximization NIPS 2014
Time--Data Tradeoffs by Aggressive Smoothing NIPS 2014
Texture Enhanced Image Denoising via Gradient Histogram Preservation CVPR 2013
Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF) CVPR 2013
Linear Convergence with Condition Number Independent Access of Full Gradients NIPS 2013
Phase Retrieval using Alternating Minimization NIPS 2013
Supervised Sparse Analysis and Synthesis Operators NIPS 2013
Adaptive dropout for training deep neural networks NIPS 2013
Exact and Stable Recovery of Pairwise Interaction Tensors NIPS 2013
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements NIPS 2013
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NIPS 2013
The Episolar Constraint: Monocular Shape from Shadow Correspondence CVPR 2013
Blind Calibration in Compressed Sensing using Message Passing Algorithms NIPS 2013
Fast algorithms for sparse principal component analysis based on Rayleigh quotient iteration ICML 2013
Optimization Problems for Fast AAM Fitting in-the-Wild ICCV 2013