Media Summary: Artificial Neural Networks are powerful function approximators capable of modelling solutions to a wide variety of problems, both ... Kevin Ellis (Cornell) and Zenna Tavares (BASIS) argue that the next wave of AI needs to learn like humans do: building abstract ... Recorded 07 November 2024. Sumit Gulwani of Microsoft presents "

Inductive Program Synthesis Over Noisy - Detailed Analysis & Overview

Artificial Neural Networks are powerful function approximators capable of modelling solutions to a wide variety of problems, both ... Kevin Ellis (Cornell) and Zenna Tavares (BASIS) argue that the next wave of AI needs to learn like humans do: building abstract ... Recorded 07 November 2024. Sumit Gulwani of Microsoft presents " Panel discussion with Francois Chollet, Kevin Ellis, and Zenna Tavares Lecture 19, Friday 6 July 2018, part of the FoPSS Logic and Learning School at FLoC 2018 - see and ... In this lecture, I'm providing an introduction to

An increasingly favored paradigm of synthesis is

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Inductive Program Synthesis over Noisy Data (Video, ESEC/FSE 2020)
Inductive Program Synthesis over Noisy Data (Teaser, ESEC/FSE 2020)
Dreamcoder: Bootstrapping Inductive Program Synthesis With Wake-Sleep Library Learning
Learning Explanatory Rules from Noisy Data - Richard Evans, DeepMind
Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares)
Sumit Gulwani - Program Synthesis: Applications, Experiences, and Neuro-Symbolic Techniques
Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares
Richard Evans: Inductive logic programming and deep learning I
An Introduction to (Inductive) Program Synthesis, by Ali Shokri
MANTIS: Semantics-Guided Inductive Program Synthesis | Roopsha Samanta
Inductive Synthesis of Recursive Functional Programs
Relational Decomposition for Program Synthesis - Céline Hocquette
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Inductive Program Synthesis over Noisy Data (Video, ESEC/FSE 2020)

Inductive Program Synthesis over Noisy Data (Video, ESEC/FSE 2020)

"

Inductive Program Synthesis over Noisy Data (Teaser, ESEC/FSE 2020)

Inductive Program Synthesis over Noisy Data (Teaser, ESEC/FSE 2020)

"

Dreamcoder: Bootstrapping Inductive Program Synthesis With Wake-Sleep Library Learning

Dreamcoder: Bootstrapping Inductive Program Synthesis With Wake-Sleep Library Learning

Kevin Ellis (Cornell) https://simons.berkeley.edu/talks/dreamcoder

Learning Explanatory Rules from Noisy Data - Richard Evans, DeepMind

Learning Explanatory Rules from Noisy Data - Richard Evans, DeepMind

Artificial Neural Networks are powerful function approximators capable of modelling solutions to a wide variety of problems, both ...

Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares)

Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares)

Kevin Ellis (Cornell) and Zenna Tavares (BASIS) argue that the next wave of AI needs to learn like humans do: building abstract ...

Sumit Gulwani - Program Synthesis: Applications, Experiences, and Neuro-Symbolic Techniques

Sumit Gulwani - Program Synthesis: Applications, Experiences, and Neuro-Symbolic Techniques

Recorded 07 November 2024. Sumit Gulwani of Microsoft presents "

Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares

Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares

Panel discussion with Francois Chollet, Kevin Ellis, and Zenna Tavares

Richard Evans: Inductive logic programming and deep learning I

Richard Evans: Inductive logic programming and deep learning I

Lecture 19, Friday 6 July 2018, part of the FoPSS Logic and Learning School at FLoC 2018 - see http://fopss18.mimuw.edu.pl/ and ...

An Introduction to (Inductive) Program Synthesis, by Ali Shokri

An Introduction to (Inductive) Program Synthesis, by Ali Shokri

In this lecture, I'm providing an introduction to

MANTIS: Semantics-Guided Inductive Program Synthesis | Roopsha Samanta

MANTIS: Semantics-Guided Inductive Program Synthesis | Roopsha Samanta

An increasingly favored paradigm of synthesis is

Inductive Synthesis of Recursive Functional Programs

Inductive Synthesis of Recursive Functional Programs

Inductive program synthesis

Relational Decomposition for Program Synthesis - Céline Hocquette

Relational Decomposition for Program Synthesis - Céline Hocquette

In This Episode - •

Using Program Synthesis to Build Compilers

Using Program Synthesis to Build Compilers

Alvin Cheung (UC Berkeley) https://simons.berkeley.edu/talks/tbd-324