Talking Machines

The Sweetness of a Bitter Lesson and Bringing ML and Healthcare Closer


Listen Later

In episode six of season five we talk about Richard Sutton's A Bitter Lesson. Chat about IEEE's new Ethical Guidelines and talk with Andrew Beam Senior Fellownn at Flagship Pioneering, Head of Machine Learning for Flagship VL57 and Assistant Professor, Department of Epidemiology, Harvard T.H. Chan School of Public Health.

Here are some of the papers we got to chat about! Also, VL57 is hiring!

Adversarial attacks on Medical ML Science paper

Finlayson, S.G., Bowers, J.D., Ito, J., Zittrain, J.L., Beam, A.L. and Kohane, I.S., 2019. Adversarial attacks on medical machine learning. Science363(6433), pp.1287-1289.

Link: https://cyber.harvard.edu/story/2019-03/adversarial-attacks-medical-ai-health-policy-challenge

 

JAMA Papers

Beam, A.L. and Kohane, I.S., 2016. Translating artificial intelligence into clinical care. Jama316(22), pp.2368-2369.

Link: https://www.dropbox.com/s/4o1va07tqwvrxsn/Beam_TranslatingAI_2016.pdf?dl=0

 

Beam, A.L. and Kohane, I.S., 2018. Big data and machine learning in health care. Jama319(13), pp.1317-1318.

Link: https://www.dropbox.com/s/q1cixzmsdugq3vy/Beam_BigData_ML.pdf?dl=0

 

Opportunities in machine learning for healthcare:

Ghassemi, M., Naumann, T., Schulam, P., Beam, A.L. and Ranganath, R., 2018. Opportunities in machine learning for healthcare. arXiv preprint arXiv:1806.00388.

Link: https://arxiv.org/abs/1806.00388

See omnystudio.com/listener for privacy information.


Hosted on Acast. See acast.com/privacy for more information.

...more
View all episodesView all episodes
Download on the App Store

Talking MachinesBy Tote Bag Productions

  • 4.6
  • 4.6
  • 4.6
  • 4.6
  • 4.6

4.6

138 ratings


More shows like Talking Machines

View all
a16z Podcast by Andreessen Horowitz

a16z Podcast

1,032 Listeners

Top Traders Unplugged by Niels Kaastrup-Larsen

Top Traders Unplugged

582 Listeners

Data Skeptic by Kyle Polich

Data Skeptic

480 Listeners

The Knowledge Project with Shane Parrish by Shane Parrish

The Knowledge Project with Shane Parrish

2,643 Listeners

Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

621 Listeners

Odd Lots by Bloomberg

Odd Lots

1,780 Listeners

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

441 Listeners

Invest Like the Best with Patrick O'Shaughnessy by Colossus | Investing & Business Podcasts

Invest Like the Best with Patrick O'Shaughnessy

2,316 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

322 Listeners

Capital Allocators – Inside the Institutional Investment Industry by Ted Seides – Allocator and Asset Management Expert

Capital Allocators – Inside the Institutional Investment Industry

802 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

198 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

401 Listeners

AI Chat: ChatGPT & AI News, Artificial Intelligence, OpenAI, Machine Learning by Jaeden Schafer

AI Chat: ChatGPT & AI News, Artificial Intelligence, OpenAI, Machine Learning

141 Listeners

BG2Pod with Brad Gerstner and Bill Gurley by BG2Pod

BG2Pod with Brad Gerstner and Bill Gurley

461 Listeners

Money Stuff: The Podcast by Bloomberg

Money Stuff: The Podcast

371 Listeners