D-Speculation Blog — James McInerney

James McInerney

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Balancing Innovation and Execution: A Guide for the Research Scientist

Balancing Innovation and Execution: A Guide for the Research Scientist

James UllathorneOctober 23, 2023

Highlights from RecSys 2018

Highlights from RecSys 2018

James McInerneyOctober 16, 2018conference, recommendation

Explore, Exploit, and Explain: Personalizing Explainable Recommendations with Bandits

Explore, Exploit, and Explain: Personalizing Explainable Recommendations with Bandits

causalityJames McInerneyOctober 1, 2018contextual bandits, off-policy evaluation

Nested Collection Policies in Off-Policy Evaluation

Nested Collection Policies in Off-Policy Evaluation

How to do off-policy evaluation of contextual bandits with nested collection policies?

James McInerneyJune 1, 2018

"Off-Policy Evaluation for Slate Recommendation" by Swaminathan et al. 2017

"Off-Policy Evaluation for Slate Recommendation" by Swaminathan et al. 2017

James McInerneyMay 18, 2018off-policy evaluation, slate recommendation, contextual bandits

A Causal Study of Simulated Patient Recovery Data

A Causal Study of Simulated Patient Recovery Data

causalityadminFebruary 7, 2016Comment

Probabilistic Models on Trial

Probabilistic Models on Trial

model criticismJames McInerneyDecember 31, 2015Comment

The Paradox of Epistemic Risk

The Paradox of Epistemic Risk

decision-makingJames McInerneyDecember 14, 2015Comment

Summary of Chapter 12 of Imbens & Rubin, "Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction"

Summary of Chapter 12 of Imbens & Rubin, "Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction"

causality, regressionJames McInerneyAugust 21, 2015 Comment

The Right to be Forgotten

The Right to be Forgotten

policy, privacyadminSeptember 22, 2014Comment