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

84 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)

440 Listeners

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

Super Data Science: ML & AI Podcast with Jon Krohn

298 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

323 Listeners

Machine Learning Guide by OCDevel

Machine Learning Guide

765 Listeners

Practical AI by Practical AI LLC

Practical AI

189 Listeners

ManifoldOne by Steve Hsu

ManifoldOne

87 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

199 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

372 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

122 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

199 Listeners

Unsupervised Learning by by Redpoint Ventures

Unsupervised Learning

40 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

76 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

441 Listeners

Training Data by Sequoia Capital

Training Data

36 Listeners