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Robert Lange on NN Pruning and Collective Intelligence

Robert Lange on NN Pruning and Collective Intelligence

FromMachine Learning Street Talk (MLST)


Robert Lange on NN Pruning and Collective Intelligence

FromMachine Learning Street Talk (MLST)

ratings:
Length:
106 minutes
Released:
Jul 8, 2020
Format:
Podcast episode

Description

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
Released:
Jul 8, 2020
Format:
Podcast episode

Titles in the series (100)

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