PATTERNS, PREDICTIONS, AND ACTIONS A story about machine learning
On 17 Feb, 2021 By admin 0 Comments
February, 2021
Introduction
Causal Inference
The Necessity of Construct and External Validity for Generalized Causal Claims
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Exploiting Equality Constraints in Causal Inference
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February, 2021
Abstract
A Survey on Causal Inference
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DSA ADS Course, 2021
Discuss various causal inference methods.
A Survey on Causal Inference - February, 2020
Abstract
Judea Pearl: Causal Reasoning, Counterfactuals, and the Path to AGI
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Judea Pearl -- The Foundations of Causal Inference
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Interview with Judea Pearl
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Causal inference methods for combining randomized trials and observational studies: a review
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External Validity
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November, 2020
Abstract
Explaining Away, Augmentation, and the Assumption of Independence
On 20 Nov, 2020 By admin 0 Comments