Industry
Country:
- North America > Canada > Ontario > Toronto (0.14)
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Oceania > Australia > New South Wales > Sydney (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models (0.68)
- Information Technology > Artificial Intelligence > Robots (0.68)
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
Neural Information Processing Systems
Previous work has focused primarily on developing ML-based "meta-learners" that can provide point estimates of the conditional
Country:
- North America > United States (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Croatia > Primorje-Gorski Kotar County > Rijeka (0.04)
- Asia (0.04)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > Strength High (0.67)
Industry:
- Health & Medicine (0.93)
- Education (0.93)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.46)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.46)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)
Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation Jiaming Lv, Haoyuan Y ang
Neural Information Processing Systems
Since pioneering work of Hinton et al., knowledge distillation based on Kullback-Leibler Divergence (KL-Div) has been predominant, and recently its variants have
Country:
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Asia > China > Liaoning Province > Dalian (0.04)
- Asia > China > Guangxi Province > Nanning (0.04)
Technology:
Country:
- Europe > Austria > Vienna (0.14)
- North America > United States > Virginia (0.04)
- Asia > China > Guangdong Province > Shenzhen (0.04)
- Asia > China > Hong Kong (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.68)
- Information Technology > Data Science > Data Mining (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.67)
LaSCal: Label-ShiftCalibrationwithouttargetlabels
Neural Information Processing Systems
Calibration error (CE) provides insights into the alignment between the predicted confidence scores and the classifier accuracy.
Country:
- North America > United States (0.04)
- Europe > Netherlands (0.04)
- Europe > Belgium > Flanders (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
Industry:
- Health & Medicine (0.67)
- Media (0.46)
Technology:
Causal Fairness for Outcome Control
Neural Information Processing Systems
We next discuss two lines of related literature.
Country:
- North America > United States > Wisconsin > Dane County > Madison (0.04)
- North America > United States > Massachusetts > Suffolk County > Boston (0.04)
- North America > Canada > Quebec > Montreal (0.04)
- (2 more...)
Industry:
- Health & Medicine > Therapeutic Area (1.00)
- Banking & Finance (0.93)
- Information Technology (0.67)
- Health & Medicine > Health Care Providers & Services (0.67)
Technology:
Country:
- North America > United States (0.14)
- Asia > China > Hong Kong (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
Technology:
Country:
- North America > United States > California (0.04)
- Europe > Italy > Calabria > Catanzaro Province > Catanzaro (0.04)
- Asia > Japan > Honshū > Chūbu > Ishikawa Prefecture > Kanazawa (0.04)
Technology: