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”.

Jul 21, 2021

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

Jul 21, 2021

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…

Feb 3, 2021

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

Feb 3, 2021

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…

Jan 4, 2021

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

Jan 4, 2021

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…

Oct 6, 2020

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

Oct 6, 2020

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…

Jun 7, 2020

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

Jun 7, 2020

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…

May 22, 2020

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

May 22, 2020

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, …

Feb 12, 2020

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

Feb 12, 2020

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…

Jun 24, 2019

AI-First Digital Transformation: Opportunities & Challenges for Incumbents

Jun 24, 2019

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…

Jan 16, 2019

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

Jan 16, 2019

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…

Oct 9, 2018

AI-first Product Development and Digital Transformation

Oct 9, 2018

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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