Podcast Episodes

Robert Lange on NN Pruning and Collective Intelligence

Season 1 Episode 14

We speak with Robert Lange!

Robert is a PhD student at the Technical University Berlin. His research combines Deep Multi-Agent Reinforcement Learning and Cognitive Science to study the learning dynam…

Published on 5 years, 5 months ago

WelcomeAIOverlords (Zak Jost)

Season 1 Episode 14

We welcome Zak Jost from the WelcomeAIOverlords channel. Zak is an ML research scientist at Amazon. He has a great blog at http://blog.zakjost.com and also a Discord channel at https://discord.gg/xh2…

Published on 5 years, 5 months ago

Facebook Research - Unsupervised Translation of Programming Languages

Season 1 Episode 12

In this episode of Machine Learning Street Talk Dr. Tim Scarfe, Yannic Kilcher and Connor Shorten spoke with Marie-Anne Lachaux, Baptiste Roziere and Dr. Guillaume Lample from Facebook Research (FAIR…

Published on 5 years, 6 months ago

Francois Chollet - On the Measure of Intelligence

Season 1 Episode 11

We cover Francois Chollet's recent paper.

Abstract; To make deliberate progress towards more intelligent and more human-like artificial systems, we need to be following an appropriate feedback signal…

Published on 5 years, 6 months ago

OpenAI GPT-3: Language Models are Few-Shot Learners

Season 1 Episode 9

In this episode of Machine Learning Street Talk, Tim Scarfe, Yannic Kilcher and Connor Shorten discuss their takeaways from OpenAI’s GPT-3 language model. With the help of Microsoft’s ZeRO-2 / DeepSp…

Published on 5 years, 6 months ago

Jordan Edwards: ML Engineering and DevOps on AzureML

Season 1 Episode 9

This week we had a super insightful conversation with  Jordan Edwards, Principal Program Manager for the AzureML team!  Jordan is on the coalface of turning machine learning software engineering into…

Published on 5 years, 6 months ago

One Shot and Metric Learning - Quadruplet Loss (Machine Learning Dojo)

Season 1 Episode 8

*Note this is an episode from Tim's Machine Learning Dojo YouTube channel. 

Join Eric Craeymeersch on a wonderful discussion all about ML engineering, computer vision, siamese networks, contrastive l…

Published on 5 years, 6 months ago

Harri Valpola: System 2 AI and Planning in Model-Based Reinforcement Learning

Season 1 Episode 7

In this episode of Machine Learning Street Talk, Tim Scarfe, Yannic Kilcher and Connor Shorten interviewed Harri Valpola, CEO and Founder of Curious AI. We continued our discussion of System 1 and Sy…

Published on 5 years, 7 months ago

ICLR 2020: Yoshua Bengio and the Nature of Consciousness

Season 1 Episode 6

In this episode of Machine Learning Street Talk, Tim Scarfe, Connor Shorten and Yannic Kilcher react to Yoshua Bengio’s ICLR 2020 Keynote “Deep Learning Priors Associated with Conscious Processing”. …

Published on 5 years, 7 months ago

ICLR 2020: Yann LeCun and Energy-Based Models

Season 1 Episode 5

This week Connor Shorten, Yannic Kilcher and Tim Scarfe reacted to Yann LeCun's keynote speech at this year's ICLR conference which just passed. ICLR is the number two ML conference and was completel…

Published on 5 years, 7 months ago