definition 1
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- North America > United States > California > Los Angeles County > Pasadena (0.04)
- Europe > Denmark (0.04)
Technology:
Convergence of log (1 /ϵ) for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis
LP-based techniques struggling to scale favorably in large instances.
Country:
- Asia > Middle East > Jordan (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- (2 more...)
Technology:
Country:
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- (14 more...)
Technology:
Industry:
Technology:
Transfer Learning for Latent Variable Network Models
We study transfer learning for estimation in latent variable network models.
Country:
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Asia > Middle East > Jordan (0.04)
- North America > United States > Wisconsin > Dane County > Madison (0.04)
- (6 more...)
Industry:
- Government (0.92)
- Health & Medicine > Pharmaceuticals & Biotechnology (0.46)
- Health & Medicine > Therapeutic Area (0.46)
Technology:
GloptiNets: Scalable Non-Convex Optimization with Certificates
Non-convex optimization is a difficult and crucial task.
Country:
- Europe > France > Auvergne-Rhône-Alpes > Isère > Grenoble (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > France > Île-de-France > Paris > Paris (0.04)
Technology:
Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing
Finding an approximate second-order stationary point (SOSP) is a well-studied and fundamental problem in stochastic nonconvex optimization with many applications in machine learning.
Country:
- North America > United States > Wisconsin > Dane County > Madison (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Middle East > Jordan (0.04)
Technology:
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming
Classically, sketching has been applied to design low-memory algorithms in the streaming setting, when the input is presented to the algorithm as a sequence of updates.
Country:
- Europe > Italy > Lazio > Rome (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > United States > Virginia (0.04)
- (12 more...)
Technology:
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming
Classically, sketching has been applied to design low-memory algorithms in the streaming setting, when the input is presented to the algorithm as a sequence of updates.
Country:
- Europe > Italy > Lazio > Rome (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > United States > Virginia (0.04)
- (12 more...)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Clustering (0.34)