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2nd MAPL@PLDI 2018: Philadelphia, PA, USA

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Justin Gottschlich, Alvin Cheung:
Proceedings of the 2nd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, MAPL@PLDI 2018, Philadelphia, PA, USA, June 18-22, 2018. ACM 2018

Program Analysis

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Julian Dolby, Avraham Shinnar, Allison Allain, Jenna M. Reinen:
Ariadne: analysis for machine learning programs. 1-10
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Hongfa Xue, Guru Venkataramani, Tian Lan:
Clone-hunter: accelerated bound checks elimination via binary code clone detection. 11-19

Code Search

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Fang-Hsiang Su, Jonathan Bell, Gail E. Kaiser, Baishakhi Ray:
Obfuscation resilient search through executable classification. 20-30
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Saksham Sachdev, Hongyu Li, Sifei Luan, Seohyun Kim, Koushik Sen, Satish Chandra:
Retrieval on source code: a neural code search. 31-41

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Venmugil Elango, Norm Rubin, Mahesh Ravishankar, Hariharan Sandanagobalane, Vinod Grover:
Diesel: DSL for linear algebra and neural net computations on GPUs. 42-51
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Marco F. Cusumano-Towner, Vikash K. Mansinghka:
A design proposal for Gen: probabilistic programming with fast custom inference via code generation. 52-57
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Jared Roesch, Steven Lyubomirsky, Logan Weber, Josh Pollock, Marisa Kirisame, Tianqi Chen, Zachary Tatlock:
Relay: a new IR for machine learning frameworks. 58-68

Programming Methodology

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Justin Gottschlich, Armando Solar-Lezama, Nesime Tatbul, Michael Carbin, Martin C. Rinard, Regina Barzilay, Saman P. Amarasinghe, Joshua B. Tenenbaum, Tim Mattson:
The three pillars of machine programming. 69-80

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