Country
SupplementaryMaterialfor" NonlinearSufficient DimensionReductionwithaStochasticNeural Network "
Neural Information Processing Systems
The StoNet consisted of one hidden layer withq hidden units. Extension of our proof for the mini-batch case will be discussed in Remark S2.
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.67)
Country:
- North America > United States > Indiana > Tippecanoe County > West Lafayette (0.04)
- North America > United States > Indiana > Tippecanoe County > Lafayette (0.04)
- Asia > Middle East > Jordan (0.04)
- (2 more...)
Genre:
- Research Report > New Finding (0.46)
- Research Report > Experimental Study (0.46)
Technology:
Country:
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Europe > Italy > Calabria > Catanzaro Province > Catanzaro (0.04)
- Europe > Croatia > Dubrovnik-Neretva County > Dubrovnik (0.04)
- Asia > Middle East > Jordan (0.04)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Industry:
- Information Technology (0.46)
- Education (0.46)
Country:
- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- Asia > Middle East > Jordan (0.04)
Technology:
Country:
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
Efficient Algorithms for Smooth Minimax Optimization
Kiran K. Thekumparampil, Prateek Jain, Praneeth Netrapalli, Sewoong Oh
Neural Information Processing Systems
In terms of g(, y), we consider two settings - strongly convex and nonconvex - and improve upon the best known rates in both. For strongly-convex g(, y), y, we propose a new direct optimal algorithm combining Mirror-Prox and Nesterov's AGD, and show that it can find global optimum in Õ (1/k
Country:
- North America > United States > Illinois (0.04)
- Asia > India (0.04)
- North America > United States > Washington > King County > Seattle (0.04)
- (2 more...)
Technology:
Country:
- Asia > China > Shanghai > Shanghai (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Oceania > New Zealand (0.04)
- North America > United States > North Carolina (0.04)
Technology:
Country:
- North America > Canada > Ontario > Toronto (0.14)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.47)
Country:
- Asia > Japan > Honshū > Tōhoku > Fukushima Prefecture > Fukushima (0.04)
- North America > United States > Utah > Salt Lake County > Salt Lake City (0.04)
- North America > Canada > Ontario > Toronto (0.04)
- (3 more...)
Technology:
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.06)
- North America > United States > New York (0.04)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- Europe > Denmark (0.04)