Optimization
Technology:
- Information Technology > Game Theory (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.69)
- (2 more...)
Country:
- Asia > China > Shanghai > Shanghai (0.04)
- North America > Canada (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
- Information Technology > Data Science > Data Mining (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Communications (0.68)
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition
Hanie Sedghi, Anima Anandkumar, Edmond Jonckheere
Neural Information Processing Systems
In this paper, we consider a multi-step version of the stochastic ADMM method with efficient guarantees for high-dimensional problems. We first analyze the simple setting, where the optimization problem consists of a loss function and asingleregularizer(e.g.
Technology:
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.89)
Policy Gradient for Coherent Risk Measures
Aviv Tamar, Yinlam Chow, Mohammad Ghavamzadeh, Shie Mannor
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
Country:
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.47)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.67)
Country:
- Asia > China (0.04)
- Europe > Slovakia > Bratislava > Bratislava (0.04)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.67)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.96)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
Country:
- North America > United States > California > San Francisco County > San Francisco (0.14)
- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- (6 more...)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.68)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.93)
Country:
- Europe > Denmark > Capital Region > Copenhagen (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Italy > Friuli Venezia Giulia > Trieste Province > Trieste (0.04)
- (8 more...)
Industry:
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Natural Language (0.93)
Country:
- North America > United States > Georgia > Fulton County > Atlanta (0.04)
- North America > United States > Florida > Broward County (0.04)
- North America > United States > California > Santa Cruz County > Santa Cruz (0.04)
- Asia > Middle East > Jordan (0.04)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
Technology:
Country:
- North America > United States > California (0.14)
- North America > United States > Virginia (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology: