Connecticut
Scale-invariant Optimal Sampling for Rare-events Data with Sparse Models
Rare-events data refer to binary-response data that are highly imbalanced, i.e., the number of zeros
Country:
- North America > United States > Connecticut > Tolland County > Storrs (0.14)
- North America > United States > Arizona (0.04)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Data Science (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Performance Analysis > Accuracy (0.46)
Country:
- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- North America > United States > Washington > King County > Seattle (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- (8 more...)
Technology:
Country:
- North America > United States > California (0.14)
- Asia > China > Liaoning Province > Shenyang (0.04)
- Asia > China > Guangdong Province > Shenzhen (0.04)
- (3 more...)
Technology:
Country:
- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- North America > United States > Hawaii (0.04)
- North America > United States > Arizona (0.04)
- (7 more...)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Planning & Scheduling (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Grammars & Parsing (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.68)
Country:
- North America > United States > Connecticut > New Haven County > New Haven (0.04)
- Asia > Middle East > Israel (0.04)
- North America > Canada > Ontario > Toronto (0.04)
- (2 more...)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.47)
Country:
- North America > United States > Connecticut > New Haven County > Wallingford (0.04)
- North America > Canada > Quebec > Montreal (0.04)
- Europe > United Kingdom (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.96)
Country:
- North America > Puerto Rico (0.04)
- North America > United States > Texas (0.04)
- North America > United States > South Dakota (0.04)
- (23 more...)
Genre:
- Research Report > New Finding (1.00)
- Overview (0.67)
Industry:
- Education (0.92)
- Health & Medicine > Therapeutic Area (0.46)
- Health & Medicine > Diagnostic Medicine > Imaging (0.45)
Technology:
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.67)
- Information Technology > Data Science > Data Mining (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets
Different distribution shifts require different algorithmic and operational interventions. Methodological research must be grounded by the specific shifts they address.
Country:
- North America > Puerto Rico (0.04)
- North America > United States > Texas (0.04)
- North America > United States > South Dakota (0.04)
- (23 more...)
Genre:
- Research Report > New Finding (1.00)
- Overview (0.67)
Industry:
- Education (0.92)
- Health & Medicine > Therapeutic Area (0.46)
- Health & Medicine > Diagnostic Medicine > Imaging (0.45)
Technology:
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.67)
- Information Technology > Data Science > Data Mining (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
John Ellipsoids via Lazy Updates
The John ellipsoid problem has far-reaching applications in numerous fields of computer science.
Country:
- North America > United States > Virginia > Alexandria County > Alexandria (0.04)
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- North America > United States > Rhode Island > Providence County > Providence (0.04)
- (16 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: