learner
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- North America > United States > California (0.14)
- North America > Canada > Alberta (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Context-lumpable stochastic bandits
Consider a recommendation platform that interacts with a finite set of users in an online fashion. Users arrive at the platform and receive a recommendation.
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- North America > United States > California (0.14)
- North America > Canada > Alberta (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- North America > United States > California > Santa Clara County > Mountain View (0.04)
- North America > Canada > Ontario > Waterloo Region > Waterloo (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Thailand > Bangkok > Bangkok (0.04)
Adaptive Principal Component Regression with Applications to Panel Data
Our framework may be thought of as a generalization of the synthetic control and synthetic interventions frameworks, where data is collected via an adaptive intervention assignment policy.
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- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > California (0.04)
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- Asia > Middle East > Jordan (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)
Technology:
Technology: Information Technology > Artificial Intelligence > Machine Learning > Performance Analysis > Accuracy (0.70)
Country:
- North America > United States (0.14)
- Europe > Switzerland > Basel-City > Basel (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Genre:
- Research Report > New Finding (0.68)
- Research Report > Experimental Study (0.48)
Industry:
- Health & Medicine > Therapeutic Area > Neurology (1.00)
- Health & Medicine > Pharmaceuticals & Biotechnology (0.93)
Technology:
Selective Sampling and Imitation Learning via Online Regression
We consider the problem of Imitation Learning (IL) by actively querying noisy expert for feedback.
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
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- Education (0.67)
- Transportation (0.45)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.92)
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
Industry:
- Education (0.67)
- Transportation (0.45)
Technology:
Country:
- North America > United States > Iowa > Story County > Ames (0.04)
- Europe > Russia (0.04)
- Asia > Russia (0.04)
Technology: