Machine Learning Street Talk (MLST)

Robert Lange on NN Pruning and Collective Intelligence


Listen Later

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 dynamics of large collectives. He has a brilliant blog where he distils and explains cutting edge ML research. We spoke about his story, economics, multi-agent RL, intelligence and AGI, and his recent article summarising the state of the art in neural network pruning. 

Robert's article on pruning in NNs https://roberttlange.github.io/posts/2020/06/lottery-ticket-hypothesis/


00:00:00 Intro

00:04:17 Show start and intro to Robert

00:11:39 Economics background 

00:27:20 Intrinsic motivation 

00:33:22 Intelligence/consciousness

00:48:16 Lottery ticket/pruning article discussion

01:43:21 Robert's advice for younger self and state of deep learning


Robert's LinkedIn: https://www.linkedin.com/in/robert-tjarko-lange-19539a12a/

@RobertTLange

#machinelearning #deeplearning

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

Machine Learning Street Talk (MLST)By Machine Learning Street Talk (MLST)

  • 4.7
  • 4.7
  • 4.7
  • 4.7
  • 4.7

4.7

85 ratings


More shows like Machine Learning Street Talk (MLST)

View all
Data Skeptic by Kyle Polich

Data Skeptic

481 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

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

298 Listeners

Practical AI by Practical AI LLC

Practical AI

192 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

198 Listeners

Last Week in AI by Skynet Today

Last Week in AI

298 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

428 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

121 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

201 Listeners

Unsupervised Learning by by Redpoint Ventures

Unsupervised Learning

50 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

75 Listeners

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

491 Listeners

AI + a16z by a16z

AI + a16z

31 Listeners

Lightcone Podcast by Y Combinator

Lightcone Podcast

22 Listeners

Training Data by Sequoia Capital

Training Data

43 Listeners