The AutoML Podcast

The AutoML Podcast

A show about the science and engineering behind AutoML.

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Episoder(43)

The Paths to AGI

The Paths to AGI

Today we’re speaking with Jeff Clune about a new path towards general artificial intelligence, that he calls AI Generating Algorithms (AI-GAs). Jeff is a Professor of Computer Science at the Universit...

5 Sep 20221h 12min

How to evaluate a metalearning system

How to evaluate a metalearning system

Today I'm speaking with Jan N. van Rijn about metalearning. Jan is an assistant professor at Leiden University, where he also did his PhD. He is one of the founders of the OpenML Foundation, he previ...

29 Aug 20221h 9min

Active Dendrites: Brain-inspired multi-task learning

Active Dendrites: Brain-inspired multi-task learning

Today we’re speaking with three researchers: Karan Grewal, Abhi Iyer and Akash Velu, about multi-task learning and how their new brain-inspired approach can help tackle it. We’ll be discussing what a...

23 Aug 20221h 8min

Smart NAS via Co-Regulated Shaping Reinforcement

Smart NAS via Co-Regulated Shaping Reinforcement

Today I’m speaking with Mayukh Das about using neural architecture search for resource-constrained devices and about a new multi-objective reinforcement-learning based framework that he recently publi...

8 Aug 20221h 3min

The measures of intelligence

The measures of intelligence

Today we’re speaking with José Hernández-Orallo. José is a Professor at the Polytechnic University of València in Spain and a Senior Research Fellow at the Leverhulme Centre for the Future of Intellig...

25 Jul 20221h 11min

Upgrading human evaluators with assessor models

Upgrading human evaluators with assessor models

Today I’m talking with Wout Schellaert about assessor models. Wout is a PhD student at the Polytechnic University of Valencia.. We’ll be covering a lot of different topics, such as the distributional ...

24 Jul 202259min

How to explain using analogies

How to explain using analogies

Today we’re talking to Karthi Ramamurthy about a novel approach to similarity learning explainability. Karthi is a research staff member in IBM Research at the Watson Research Center. He studies the r...

24 Jul 202258min

How is NAS going to evolve?

How is NAS going to evolve?

Today I’m speaking with Vasco Lopes, about the state of Neural Architecture Search, NAS, and about a new method that he published that takes a very creative look at how to do NAS. We’ll be discussing ...

24 Jul 202251min

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