Interpretable Program Synthesis Information Guide

  1. Overview on Interpretable Program Synthesis
  2. Important Facts
  3. History
  4. Deep Dive
  5. Future Outlook

Overview on Interpretable Program Synthesis

Details Interpretable Program Synthesis Guide
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Important Facts

Interpretable Program Synthesis Guide
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History

Information Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares Update
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Deep Learning as Program Synthesis | SLT Seminar
Deep Learning as Program Synthesis | SLT Seminar
Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares)
Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares)
Armando Solar Lezama - AI Programming; Program Synthesis • YASP #3
Armando Solar Lezama - AI Programming; Program Synthesis • YASP #3
William E  Byrd  - Relational Interpreters, Program Synthesis, and Barliman - Code Mesh 2017
William E Byrd - Relational Interpreters, Program Synthesis, and Barliman - Code Mesh 2017
#50 Dr. CHRISTIAN SZEGEDY - Formal Reasoning, Program Synthesis
#50 Dr. CHRISTIAN SZEGEDY - Formal Reasoning, Program Synthesis
UIST 2020 Interactive Program Synthesis Preview
UIST 2020 Interactive Program Synthesis Preview
Dreamcoder: Bootstrapping Inductive Program Synthesis With Wake-Sleep Library Learning
Dreamcoder: Bootstrapping Inductive Program Synthesis With Wake-Sleep Library Learning
An Introduction to (Inductive) Program Synthesis, by Ali Shokri
An Introduction to (Inductive) Program Synthesis, by Ali Shokri
Relational Decomposition for Program Synthesis - Céline Hocquette
Relational Decomposition for Program Synthesis - Céline Hocquette
Interactive Program Synthesis by Augmented Examples
Interactive Program Synthesis by Augmented Examples
Google I/O Extended (AI) Seattle - Generative AI and Program Synthesis
Google I/O Extended (AI) Seattle - Generative AI and Program Synthesis

Deep Dive

Data is compiled from public records and verified media reports.

Last Updated: September 30, 2026

Future Outlook

Details Osbert Bastani - Interpretable Machine Learning via Program Synthesis - IPAM at UCLA Guide
For 2026, Interpretable Program Synthesis remains one of the most talked-about information profiles. Check back for the newest reports.

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Summary

Interpretable Program Synthesis Panel discussion with Francois Chollet, Kevin Ellis, and Zenna Tavares on why Recorded 10 January 2023. Osbert Bastani of the University of Pennsylvania presents " In the SLT seminar, Zach Furman from The University of Melbourne discusses evidence for deep learning as Kevin Ellis (Cornell) and Zenna Tavares (BASIS) argue that the next wave of AI needs to learn humans do: building abstract ... Armando Solar-Lezama is a professor of Electrical Engineering and Computer Science and Associate Director and COO of the ... Dr. Christian Szegedy from Google Research is a deep learning heavyweight. He invented adversarial examples, one of the first ... But it's challenging to understand In this lecture, I'm providing an introduction to The way a problem is represented can determine whether it is solvable at all. Céline Hocquette, AI researcher at Ndea and former ...

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