Kevin Ellis, Assistant Professor at Cornell University, discusses his influential paper “DreamCoder,” which presents a system that jointly learns reusable program abstractions and a neural search strategy through an iterative wake-sleep process.
The... more
Gust Verbruggen, Senior AI researcher and member of the PROSE team at Microsoft, discusses his paper "Semantic Programming by Example with Pre-trained Models," which introduces a framework for integrating inductive program synthesis with large langua... more
Program synthesis is the problem of automatically generating code that satisfies a specification. The real challenge isn’t searching faster, it’s making the right parts of the search space searchable at all.
This week's episode is a short recap of t... more
The way a problem is represented can determine whether it is solvable at all.
Céline Hocquette, AI researcher at Ndea and former postdoctoral researcher at the University of Oxford, discusses her paper “Relational Decomposition for Program Synthesis... more
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Apple Podcasts | #212 |
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These podcasts share a similar audience with Abstract Synthesis:
1. Machine Learning Street Talk (MLST)
2. Latent Space: The AI Engineer Podcast
3. The Cognition Project
Abstract Synthesis launched 4 months ago and published 12 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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