DeepSynth: Scaling Neural Program Synthesis with Distribution-based Search

Author:

Matricon ThéoORCID,Fijalkow NathanaëlORCID,Lagarde Guillaume,Ellis Kevin

Publisher

The Open Journal

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference8 articles.

1. DreamCoder: Bootstrapping inductive program synthesis with wake-sleep library learning;Ellis;International conference on programming language design and implementation, PLDI,2021

2. Automatic program synthesis of long programs with a learned garbage collector;Zohar;Neural information processing systems, NeurIPS,2018

3. DeepCoder: Learning to write programs;Balog;International conference on learning representations, ICLR,2017

4. TF-coder: Program synthesis for tensor manipulations;Shi;CoRR,2020

5. Automating string processing in spreadsheets using input-output examples;Gulwani;ACM SIGPLAN-SIGACT symposium on principles of programming languages, POPL,2011

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