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3rd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL 2019), June 22, 2019,
Phoenix, AZ, USA
3rd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL 2019)
Frontmatter
Papers
Machine Learning in Python with No Strings Attached
Guillaume Baudart,
Martin Hirzel,
Kiran Kate,
Louis Mandel, and
Avraham Shinnar
(IBM Research, USA)
@InProceedings{MAPL19p1,
author = {Guillaume Baudart and Martin Hirzel and Kiran Kate and Louis Mandel and Avraham Shinnar},
title = {Machine Learning in Python with No Strings Attached},
booktitle = {Proc.\ MAPL},
publisher = {ACM},
pages = {1-0},
doi = {10.1145/3315508.3329972},
year = {2019},
}
Publisher's Version
Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations
Philippe Tillet,
H. T. Kung, and
David Cox
(Harvard University, USA; IBM, USA)
@InProceedings{MAPL19p12,
author = {Philippe Tillet and H. T. Kung and David Cox},
title = {Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations},
booktitle = {Proc.\ MAPL},
publisher = {ACM},
pages = {12-11},
doi = {10.1145/3315508.3329973},
year = {2019},
}
Publisher's Version
HackPPL: A Universal Probabilistic Programming Language
Jessica Ai,
Nimar S. Arora,
Ning Dong,
Beliz Gokkaya,
Thomas Jiang,
Anitha Kubendran,
Arun Kumar,
Michael Tingley, and
Narjes Torabi
(Facebook, USA)
@InProceedings{MAPL19p23,
author = {Jessica Ai and Nimar S. Arora and Ning Dong and Beliz Gokkaya and Thomas Jiang and Anitha Kubendran and Arun Kumar and Michael Tingley and Narjes Torabi},
title = {HackPPL: A Universal Probabilistic Programming Language},
booktitle = {Proc.\ MAPL},
publisher = {ACM},
pages = {23-22},
doi = {10.1145/3315508.3329974},
year = {2019},
}
Publisher's Version
Neural Query Expansion for Code Search
Jason Liu,
Seohyun Kim,
Vijayaraghavan Murali,
Swarat Chaudhuri, and
Satish Chandra
(Facebook, USA; Rice University, USA)
@InProceedings{MAPL19p34,
author = {Jason Liu and Seohyun Kim and Vijayaraghavan Murali and Swarat Chaudhuri and Satish Chandra},
title = {Neural Query Expansion for Code Search},
booktitle = {Proc.\ MAPL},
publisher = {ACM},
pages = {34-33},
doi = {10.1145/3315508.3329975},
year = {2019},
}
Publisher's Version
A Case Study on Machine Learning for Synthesizing Benchmarks
Andrés Goens,
Alexander Brauckmann,
Sebastian Ertel,
Chris Cummins,
Hugh Leather, and
Jeronimo Castrillon
(TU Dresden, Germany; University of Edinburgh, UK)
@InProceedings{MAPL19p45,
author = {Andrés Goens and Alexander Brauckmann and Sebastian Ertel and Chris Cummins and Hugh Leather and Jeronimo Castrillon},
title = {A Case Study on Machine Learning for Synthesizing Benchmarks},
booktitle = {Proc.\ MAPL},
publisher = {ACM},
pages = {45-44},
doi = {10.1145/3315508.3329976},
year = {2019},
}
Publisher's Version
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