Country
A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression
JIAJIN LI, SEN HUANG, Anthony Man-Cho So
Neural Information Processing Systems
Moreover,manyoftheDROproblems thatariseinthe learning context admits exact convex reformulations and hence can be tackled byoff-the-shelf solvers.
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.95)
Country:
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.14)
- North America > Canada > Ontario > Toronto (0.14)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- (2 more...)
Technology:
Convergence Guarantees for Adaptive Bayesian Quadrature Methods
Motonobu Kanagawa, Philipp Hennig
Neural Information Processing Systems
Consequently, there are no theoretical guarantees so far for this class of methods.
Country:
- Europe > Germany > Baden-Wรผrttemberg > Tรผbingen Region > Tรผbingen (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.14)
- Asia > Japan > Honshลซ > Kantล > Kanagawa Prefecture (0.05)
- (3 more...)
Technology:
Country:
- North America > United States > Illinois > Cook County > Chicago (0.05)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
Country:
- Africa > Senegal > Kolda Region > Kolda (0.05)
- North America > United States > Virginia (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.50)
Country:
- North America > United States (0.45)
- Europe > United Kingdom (0.28)
- North America > Canada (0.04)
- (4 more...)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Industry:
- Transportation > Passenger (1.00)
- Transportation > Infrastructure & Services (1.00)
- Transportation > Ground > Road (1.00)
- (16 more...)
Technology:
Country:
- North America > United States > New York (0.04)
- North America > United States > California > Santa Cruz County > Santa Cruz (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)
Industry:
- Education (1.00)
- Law Enforcement & Public Safety > Crime Prevention & Enforcement (0.96)
- Banking & Finance (0.93)
Technology:
Learning-Based Low-Rank Approximations
Piotr Indyk, Ali Vakilian, Yang Yuan
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
Country:
- North America > United States > Wisconsin > Dane County > Madison (0.04)
- North America > Canada (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Data Science (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
Industry:
- Information Technology > Security & Privacy (0.52)
- Leisure & Entertainment > Games (0.45)
- Energy > Energy Storage (0.45)
- Government > Military (0.34)
Technology:
RUDDER: Return Decomposition for Delayed Rewards
Jose A. Arjona-Medina, Michael Gillhofer, Michael Widrich, Thomas Unterthiner, Johannes Brandstetter, Sepp Hochreiter
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Europe > Germany > North Rhine-Westphalia > Upper Bavaria > Munich (0.04)
- Asia > Middle East > Jordan (0.04)
- (5 more...)
Industry:
- Education (0.46)
- Leisure & Entertainment > Games (0.30)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.34)