Reza Khorshidi – Medium

Reza Khorshidi

Setting the record straight on explainable AI : (3rd out of N) Is linear regression really…

OLS’s prediction logic is “explainable” in low-D spaces; otherwise, neither training, nor inference for OLS qualifies as “explainable”.

6 min readJul 21, 2021

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Setting the record straight on explainable AI : (3rd out of N) Is linear regression really…

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Reza Khorshidi

What can AI/ML product teams learn from vaccine trials? (2/2)

In a previous article, I wrote about the importance (and challenges) of assessing an ML model’s UX/operational/commercial efficacy (i.e…

5 min readFeb 3, 2021

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What can AI/ML product teams learn from vaccine trials? (2/2)

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Reza Khorshidi

What can AI/ML product teams learn from vaccine trials? (1/2)

A good machine learning (ML) product team is made up of multiple specialties; from research, engineering and dev, to design, strategy…

7 min readJan 4, 2021

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What can AI/ML product teams learn from vaccine trials? (1/2)

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Reza Khorshidi

Does the “3.5% rule” apply to (AI-first) digital transformation?

It is difficult these days to find disagreement in incumbent businesses and industries — from health and finance, to manufacturing and…

5 min readOct 6, 2020

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Does the “3.5% rule” apply to (AI-first) digital transformation?

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Reza Khorshidi

Setting the record straight on explainable AI : (2nd out of N) Are ML models really black boxes?

A black box is defined as a system, which can be viewed in terms of its inputs and outputs (or transfer characteristics/function), without…

4 min readJun 7, 2020

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Setting the record straight on explainable AI : (2nd out of N) Are ML models really black boxes?

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Reza Khorshidi

Setting the record straight on explainable AI: (1st out of N) Which explanation?

The recent years have seen a surge of work at the interface of AI — or more specifically, machine learning (ML) — and society/humanities…

4 min readMay 22, 2020

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Setting the record straight on explainable AI: (1st out of N) Which explanation?

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Reza Khorshidi

Alternative medical data, AI, and new bundlings/unbundlings in healthcare

Alt medical data are digital signatures of health that can provide an alternative to traditional health data, predict them, …

6 min readFeb 12, 2020

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Alternative medical data, AI, and new bundlings/unbundlings in healthcare

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Reza Khorshidi

AI-First Digital Transformation: Opportunities & Challenges for Incumbents

“The revolution in deep nets has been very profound,” said Sergey Brin, Google co-founder, in an interview at Davos, “it definitely…

5 min readJun 24, 2019

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AI-First Digital Transformation: Opportunities & Challenges for Incumbents

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Reza Khorshidi

In an AI-first world, what does it mean to be a great product manager?

In a recent interview with Reid Hoffman’s Masters of Scale, Marissa Mayer shared what led her to create Google’s programme for hiring and…

10 min readJan 16, 2019

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In an AI-first world, what does it mean to be a great product manager?

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Reza Khorshidi

AI-first Product Development and Digital Transformation

In an article in The Wall Street Journal in 2011, Marc Andreessen shared why he thinks “Software Is Eating the World”. He was right; in…

4 min readOct 9, 2018

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AI-first Product Development and Digital Transformation

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Reza Khorshidi

Reza Khorshidi

Chief Scientist at AIG, and PI at University of Oxford’s Deep Medicine Program; interested in Machine Learning in Biomedicine and FinTech

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