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Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #120
A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions
In Applications -- Hardware and Systems
Mejbah Alam · Justin Gottschlich · Nesime Tatbul · Javier Turek · Tim Mattson · Abdullah Muzahid
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #121
Coda: An End-to-End Neural Program Decompiler
In Applications -- Hardware and Systems
Cheng Fu · Huili Chen · Haolan Liu · Xinyun Chen · Yuandong Tian · Farinaz Koushanfar · Jishen Zhao
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #122
Learning Generalizable Device Placement Algorithms for Distributed Machine Learning
In Applications -- Hardware and Systems
Ravichandra Addanki · Shaileshh Bojja Venkatakrishnan · Shreyan Gupta · Hongzi Mao · Mohammad Alizadeh
[ Paper]  [ Poster]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #123
Making AI Forget You: Data Deletion in Machine Learning
In Applications -- Hardware and Systems
Antonio Ginart · Melody Guan · Gregory Valiant · James Zou
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #124
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers
In Applications -- Hardware and Systems
Igor Fedorov · Ryan Adams · Matthew Mattina · Paul Whatmough
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #125
The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic
In Applications -- Hardware and Systems
Arash Ardakani · Zhengyun Ji · Amir Ardakani · Warren Gross
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #126
Towards Hardware-Aware Tractable Learning of Probabilistic Models
In Applications -- Hardware and Systems
Laura Galindez Olascoaga · Wannes Meert · Nimish Shah · Marian Verhelst · Guy Van den Broeck
[ Paper]  [ Poster]