MAPS 2021 – Proceedings

5th ACM SIGPLAN International Symposium on Machine Programming (MAPS 2021)

Frontmatter

Papers

Generating Bug-Fixes using Pretrained Transformers
Dawn Drain, Chen Wu, Alexey Svyatkovskiy, and Neel Sundaresan
(Microsoft, USA)

Publisher's Version Article: pldiws21mapsmain-p2-p doi:10.1145/3460945.3464951

Learning to Make Compiler Optimizations More Effective
Rahim Mammadli, Marija Selakovic, Felix Wolf, and Michael Pradel
(TU Darmstadt, Germany; University of Stuttgart, Germany)

Publisher's Version Article: pldiws21mapsmain-p27-p doi:10.1145/3460945.3464952

Pure Tensor Program Rewriting via Access Patterns (Representation Pearl)
Gus Henry Smith, Andrew Liu, Steven Lyubomirsky, Scott Davidson, Joseph McMahan, Michael Taylor, Luis Ceze, and Zachary Tatlock
(University of Washington, USA)

Publisher's Version Article: pldiws21mapsmain-p37-p doi:10.1145/3460945.3464953

ControlFlag: A Self-Supervised Idiosyncratic Pattern Detection System for Software Control Structures
Niranjan Hasabnis and Justin Gottschlich
(Intel Labs, USA; University of Pennsylvania, USA)

Publisher's Version Article: pldiws21mapsmain-p62-p doi:10.1145/3460945.3464954

Predictive Data Locality Optimization for Higher-Order Tensor Computations
Tharindu R. Patabandi, Anand Venkat, Abhishek Kulkarni, Pushkar Ratnalikar, Mary Hall, and Justin Gottschlich
(University of Utah, USA; Intel Labs, USA; Intel Corporation, USA)

Publisher's Version Article: pldiws21mapsmain-p83-p doi:10.1145/3460945.3464955

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