PLDI 2018 Workshops
39th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2018)
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2nd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL 2018), June 18, 2018, Philadelphia, PA, USA

MAPL 2018 – Advance Table of Contents

Contents - Abstracts - Authors

2nd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL 2018)

Frontmatter

Title Page
Message from the Chairs

Program Analysis

Ariadne: Analysis for Machine Learning Programs
Julian Dolby, Avraham Shinnar, Allison Allain, and Jenna Reinen
(IBM Research, n.n.)
Article Search
Clone-Hunter: Accelerated Bound Checks Elimination via Binary Code Clone Detection
Hongfa Xue, Guru Venkataramani, and Tian Lan
(George Washington University, USA)
Article Search

Code Search

Obfuscation Resilient Search through Executable Classification
Fang-Hsiang Su, Jonathan Bell, Gail Kaiser, and Baishakhi Ray
(Columbia University, USA; George Mason University, USA; University of Virginia, USA)
Article Search Info
Retrieval on Source Code: A Neural Code Search
Saksham Sachdev, Hongyu Li, Sifei Luan, Seohyun Kim, Koushik Sen, and Satish Chandra
(Facebook, n.n.; University of California at Berkeley, USA)
Article Search

New Languages

Diesel: DSL for Linear Algebra and Neural Net Computations on GPUs
Venmugil Elango, Norm Rubin, Mahesh Ravishankar, Hariharan Sandanagobalane, and Vinod Grover
(NVIDIA, n.n.)
Article Search
A Design Proposal for Gen: Probabilistic Programming with Fast Custom Inference via Code Generation
Marco Cusumano-Towner and Vikash K. Mansinghka
(Massachusetts Institute of Technology, USA)
Article Search
Relay: A New IR for Machine Learning Frameworks
Jared Roesch, Steven Lyubomirsky, Logan Weber, Josh Pollock, Marisa Kirisame, Tianqi Chen, and Zachary Tatlock
(University of Washington, USA)
Article Search

Programming Methodology

The Three Pillars of Machine Programming
Justin Gottschlich, Armando Solar-Lezama, Nesime Tatbul, Michael Carbin, Martin Rinard, Regina Barzilay, Saman Amarasinghe, Joshua B. Tenenbaum, and Tim Mattson
(Intel Labs, n.n.; Massachusetts Institute of Technology, USA)
Article Search

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