identification
Country:
- North America > United States > Pennsylvania (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Middle East > Jordan (0.04)
- Europe > Italy > Apulia > Bari (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
Country:
- Europe > Germany > Baden-Württemberg > Freiburg (0.04)
- North America > United States > Maryland (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- (2 more...)
Technology:
- Information Technology > Artificial Intelligence > Vision > Face Recognition (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Sensing and Signal Processing > Image Processing (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
Covariance adaptive best arm identification
The learner's goal is to identify the optimal arm
Country:
- Europe > France > Occitanie > Hérault > Montpellier (0.04)
- Europe > France > Île-de-France > Paris > Paris (0.04)
- North America > Canada > Quebec > Montreal (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
Country:
- Europe > France > Occitanie > Hérault > Montpellier (0.04)
- Europe > France > Île-de-France > Paris > Paris (0.04)
- North America > Canada > Quebec > Montreal (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
Non-Asymptotic Analysis of a UCB-based Top Two Algorithm
Our analysis highlights sufficient properties for a regret minimization algorithm to be used as leader.
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > France > Hauts-de-France > Nord > Lille (0.04)
Technology:
Lo-Hi: Practical ML Drug Discovery Benchmark
Finding new drugs is getting harder and harder. One of the hopes of drug discovery is to use machine learning models to predict molecular properties.
Technology:
Improving the Knowledge Gradient Algorithm
The knowledge gradient (KG) algorithm is a popular policy for the best arm identification (BAI) problem. It is built on the simple idea of always choosing the measurement that yields the greatest expected one-step improvement in the estimate of the best mean of the arms.
Industry:
- Health & Medicine > Pharmaceuticals & Biotechnology (0.68)
- Health & Medicine > Therapeutic Area > Immunology (0.46)
Technology:
Country:
- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- Europe > Italy > Tuscany > Florence (0.04)
- Asia > China > Hong Kong (0.04)
- (8 more...)
Technology:
Genre:
- Research Report > Experimental Study (0.93)
- Research Report > Strength High (0.68)
Technology: