PLDI 2020 Co-Located Events
41st ACM SIGPLAN International Conference on Programming Language Design and Implementation (PLDI 2020)
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4th ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL 2020), June 15, 2020, London, UK

MAPL 2020 – Proceedings

Contents - Abstracts - Authors

4th ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL 2020)

Frontmatter

Title Page
Welcome from the Chairs

Papers

Generating Correctness Proofs with Neural Networks
Alex Sanchez-Stern, Yousef Alhessi, Lawrence Saul, and Sorin Lerner
(University of California at San Diego, USA)
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Semi-static Type, Shape, and Symbolic Shape Inference for Dynamic Computation Graphs
Momoko Hattori, Shimpei Sawada, Shinichiro Hamaji, Masahiro Sakai, and Shunsuke Shimizu
(University of Tokyo, Japan; Preferred Networks, Japan)
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On the Challenges in Programming Mixed-Precision Deep Neural Networks
Ruizhe Zhao, Wayne Luk, Chao Xiong, Xinyu Niu, and Kuen Hung Tsoi
(Imperial College London, UK; Corerain Technologies, China)
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Learning Quantitative Representation Synthesis
Mayur Patil, Farzin Houshmand, and Mohsen Lesani
(University of California at Riverside, USA)
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Learned Garbage Collection
Lujing Cen, Ryan Marcus, Hongzi Mao, Justin Gottschlich, Mohammad Alizadeh, and Tim Kraska
(Massachusetts Institute of Technology, USA; Intel Labs, USA)
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