Education
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > Texas (0.04)
- North America > United States > Tennessee (0.04)
- (5 more...)
Industry: Education (1.00)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.46)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.46)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.32)
Counterfactually Fair Representation
Neural Information Processing Systems
The use of machine learning models in high-stake applications (e.g., healthcare, lending, college admission) has raised growing concerns due to potential biases
Country:
- North America > United States > Ohio > Franklin County > Columbus (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Spain > Catalonia > Barcelona Province > Barcelona (0.04)
- Asia > Middle East > Israel (0.04)
Technology:
Country:
- North America > United States > California > Alameda County > Berkeley (0.04)
- Europe > United Kingdom > England (0.04)
- Asia > Singapore (0.04)
- Asia > China > Hong Kong (0.04)
Industry:
- Education (0.93)
- Information Technology > Security & Privacy (0.68)
Technology:
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Chatbot (0.97)
- Information Technology > Artificial Intelligence > Machine Learning > Performance Analysis > Accuracy (0.94)
Country:
- Asia > Middle East > Jordan (0.04)
- North America > United States > Wisconsin (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
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- Education > Educational Setting > Higher Education (1.00)
- Health & Medicine (0.68)
Technology:
Country:
- North America > Canada > Ontario > Toronto (0.14)
- Asia > Middle East > Israel > Tel Aviv District > Tel Aviv (0.04)
- Oceania > Australia > New South Wales (0.04)
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Technology:
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- North America > United States > Michigan > Washtenaw County > Ann Arbor (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Hungary > Budapest > Budapest (0.04)
- (2 more...)
Industry: Education (0.46)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
Genre:
- Research Report > Experimental Study (0.93)
- Research Report > New Finding (0.67)
Industry:
- Education > Educational Setting (0.67)
- Information Technology > Security & Privacy (0.46)
Technology:
Country:
- Asia > Middle East > Israel (0.04)
- North America > United States > Massachusetts (0.04)
Industry: Education (0.68)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Robots (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (0.70)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)
Country:
- North America > Canada > Alberta (0.14)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > United States > California (0.04)
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Industry: Education (0.68)
Technology:
- Information Technology > Data Science > Data Mining (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
Metric-FreeIndividualFairnessinOnlineLearning
Neural Information Processing Systems
Unlikepriorworkon individual fairness, we do not assume the similarity measure among individuals is known, nor do we assume that such measure takes a certain parametric form.
Country:
- Europe > Sweden > Stockholm > Stockholm (0.05)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > Canada > Quebec > Montreal (0.04)
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