TAG: optimization

Page	Date	Discussion
A Decoupled Approach to Exemplar-based Unsupervised Learning. (2008)		0 Comments
A Dual Coordinate Descent Method for Large-scale Linear SVM (2008)		0 Comments
A Quasi-Newton Approach to Nonsmooth Convex Optimization (2008)		0 Comments
Bi-Level Path Following for Cross Validated Solution of Kernel Quantile Regression (2008)		0 Comments
Composite Kernel Learning (2008)		0 Comments
Efficient Projections onto the L1-Ball for Learning in High Dimensions (2008)		1 Comment
Efficiently Solving Convex Relaxations for MAP Estimation (2008)		0 Comments
Estimating Local Optimums in EM Algorithm over Gaussian Mixture Model (2008)		0 Comments
Expectation-Maximization for Sparse and Non-Negative PCA (2008)		0 Comments
Fast Gaussian Process Methods for Point Process Intensity Estimation (2008)		0 Comments
Fast Solvers and Efficient Implementations for Distance Metric Learning (2008)		0 Comments
Fast Support Vector Machine Training and Classification on Graphics Processors (2008)		0 Comments
Fast nearest neighbor retrieval for bregman divergences (2008)		0 Comments
Modified MMI/MPE: A Direct Evaluation of the Margin in Speech Recognition (2008)		0 Comments
Nu-Support Vector Machine as Conditional Value-at-Risk Minimization (2008)		0 Comments
On Partial Optimality in Multi-label MRFs (2008)		0 Comments
Optimized Cutting Plane Algorithm for Support Vector Machines (2008)		0 Comments
Polyhedral Classifier for Target Detection A Case Study: Colorectal Cancer (2008)		0 Comments
Rank Minimization via Online Learning (2008)		0 Comments
SVM Optimization: Inverse Dependence on Training Set Size (2008)		3 Comments
Spectral clustering with inconsistent advice (2008)		0 Comments
Stopping Conditions for Exact Computation of Leave-One-Out Error in Support Vector Machines (2008)		0 Comments
The GroupLASSO for Generalized Linear Models: uniqueness of solutions and efficient algorithms (2008)		0 Comments
Training SVM with Indefinite Kernels (2008)		0 Comments