Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for David Bieber

David Bieber

A Library for Representing Python Programs as Graphs for Machine Learning

Aug 15, 2022
David Bieber, Kensen Shi, Petros Maniatis, Charles Sutton, Vincent Hellendoorn, Daniel Johnson, Daniel Tarlow

Figure 1 for A Library for Representing Python Programs as Graphs for Machine Learning

Figure 2 for A Library for Representing Python Programs as Graphs for Machine Learning

Figure 3 for A Library for Representing Python Programs as Graphs for Machine Learning

Figure 4 for A Library for Representing Python Programs as Graphs for Machine Learning

* 21 pages, 14 figures

Access Paper or Ask Questions

Language Model Cascades

Jul 28, 2022
David Dohan, Winnie Xu, Aitor Lewkowycz, Jacob Austin, David Bieber, Raphael Gontijo Lopes, Yuhuai Wu, Henryk Michalewski, Rif A. Saurous, Jascha Sohl-dickstein, Kevin Murphy, Charles Sutton

Figure 1 for Language Model Cascades

Figure 2 for Language Model Cascades

Figure 3 for Language Model Cascades

Figure 4 for Language Model Cascades

* Presented as spotlight at the Beyond Bases workshop at ICML 2022 (https://beyond-bayes.github.io)

Access Paper or Ask Questions

Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks

Oct 23, 2020
David Bieber, Charles Sutton, Hugo Larochelle, Daniel Tarlow

Figure 1 for Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks

Figure 2 for Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks

Figure 3 for Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks

Figure 4 for Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks

* Accepted at NeurIPS 2020

Access Paper or Ask Questions

Neural Networks for Modeling Source Code Edits

Apr 04, 2019
Rui Zhao, David Bieber, Kevin Swersky, Daniel Tarlow

Figure 1 for Neural Networks for Modeling Source Code Edits

Figure 2 for Neural Networks for Modeling Source Code Edits

Figure 3 for Neural Networks for Modeling Source Code Edits

Figure 4 for Neural Networks for Modeling Source Code Edits

* Deanonymized version of ICLR 2019 submission

Access Paper or Ask Questions