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Dans l’actualité | TWiML
Fairness in Machine Learning with Hanna Wallach
Today we’re joined by Hanna Wallach, a Principal Researcher at Microsoft Research. Hanna and I really dig into how bias and a lack of interpretability and transparency show up across machine learning. We discuss the role that human biases, even…
Machine Learning for fair decisions
| Miro Dudík, John Langford, Hanna Wallach, et Alekh Agarwal
Over the past decade, machine learning systems have begun to play a key role in many high-stakes decisions: Who is interviewed for a job? Who is approved for a bank loan? Who receives parole? Who is admitted to a school?…
‘Contextual bandit’ breakthrough enables deeper personalization
| Miro Dudík
News portals that simultaneously personalize every part of the landing page for every visitor and mobile health apps that adaptively tweak every part of an exercise regimen to maximize the benefit of every user are becoming plausible due to an…