Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Learning Differentially Private Mechanisms

Jan 04, 2021
Subhajit Roy, Justin Hsu, Aws Albarghouthi


  Access Paper or Ask Questions

Abstract Universal Approximation for Neural Networks

Jul 14, 2020
Zi Wang, Aws Albarghouthi, Somesh Jha


  Access Paper or Ask Questions

Backdoors in Neural Models of Source Code

Jun 11, 2020
Goutham Ramakrishnan, Aws Albarghouthi


  Access Paper or Ask Questions

Robustness to Programmable String Transformations via Augmented Abstract Training

Feb 22, 2020
Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni


  Access Paper or Ask Questions

Semantic Robustness of Models of Source Code

Feb 07, 2020
Goutham Ramakrishnan, Jordan Henkel, Zi Wang, Aws Albarghouthi, Somesh Jha, Thomas Reps

* 19 pages 

  Access Paper or Ask Questions

Proving Data-Poisoning Robustness in Decision Trees

Dec 02, 2019
Samuel Drews, Aws Albarghouthi, Loris D'Antoni


  Access Paper or Ask Questions

Synthesizing Action Sequences for Modifying Model Decisions

Oct 09, 2019
Goutham Ramakrishnan, Yun Chan Lee, Aws Albarghouthi


  Access Paper or Ask Questions

A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning

Jun 18, 2019
Newsha Ardalani, Urmish Thakker, Aws Albarghouthi, Karu Sankaralingam

* Published at 2nd International Workshop on AI-assisted Design for Architecture Phoenix, AZ, June 22, 2019, colocated with ISCA 

  Access Paper or Ask Questions

Neural-Augmented Static Analysis of Android Communication

Sep 11, 2018
Jinman Zhao, Aws Albarghouthi, Vaibhav Rastogi, Somesh Jha, Damien Octeau

* Appears in Proceedings of the 2018 ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) 

  Access Paper or Ask Questions

Quantifying Program Bias

Mar 07, 2017
Aws Albarghouthi, Loris D'Antoni, Samuel Drews, Aditya Nori


  Access Paper or Ask Questions

Fairness as a Program Property

Oct 19, 2016
Aws Albarghouthi, Loris D'Antoni, Samuel Drews, Aditya Nori


  Access Paper or Ask Questions