Optimization in Machine Learning: Recent Developments and Current Challenges Provider: videolectures.net Language: English

Lecture 14: Methods (Truncated Newton Method) Provider: videolectures.net Language: English

Optimization Algorithms in Support Vector Machines Provider: videolectures.net Language: English

Large Scale Learning - Challenge Provider: videolectures.net Language: English

Stochastic Subgradient Approach for Solving Linear Support Vector Machines Provider: videolectures.net Language: English

The First-Order View of Boosting Methods: Computational Complexity and Connections to Regularization Provider: videolectures.net Language: English

Is Feature Selection Secure against Training Data Poisoning? Provider: videolectures.net Language: English

Limited-memory quasi-Newton and Hessianfree Newton methods for non-smooth optimization Provider: videolectures.net Language: English

Tools and Techniques for Sparse Optimization and Beyond Provider: videolectures.net Language: English

Smooth, Finite, and Convex Optimization Deep Learning Summer School Provider: videolectures.net Language: English