| A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions | Mejbah Alam · Justin Gottschlich · Nesime Tatbul · Javier Turek · Tim Mattson · Abdullah Muzahid |
| Coda: An End-to-End Neural Program Decompiler | Cheng Fu · Huili Chen · Haolan Liu · Xinyun Chen · Yuandong Tian · Farinaz Koushanfar · Jishen Zhao |
| Learning Generalizable Device Placement Algorithms for Distributed Machine Learning | ravichandra addanki · Shaileshh Bojja Venkatakrishnan · Shreyan Gupta · Hongzi Mao · Mohammad Alizadeh |
| Making AI Forget You: Data Deletion in Machine Learning | Antonio Ginart · Melody Guan · Gregory Valiant · James Zou |
| SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers | Igor Fedorov · Ryan Adams · Matthew Mattina · Paul Whatmough |
| The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic | Arash Ardakani · Zhengyun Ji · Amir Ardakani · Warren Gross |
| Towards Hardware-Aware Tractable Learning of Probabilistic Models | Laura I Galindez Olascoaga · Wannes Meert · Nimish Shah · Marian Verhelst · Guy Van den Broeck |