Concepedia

Shayak Sen

SS

12

Publications

1.2K

Citations

11

H-Index

2014

Active since

Affiliations

Carnegie Mellon University(Current)

Shayak Sen is an author at Carnegie Mellon University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData PrivacyData SecurityProgram AnalysisSoftware AnalysisInformation SecurityPrivacy

Publications per year

2014–2021

12

Publications

12

Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems

Anupam Datta, Shayak Sen, Yair Zick · 2016 · 678 citations

Artificial Intelligence, Engineering, Machine Learning +23

Machine Learning Explainability in Finance: An Application to Default Risk Analysis

Philippe Bracke, Anupam Datta, Carsten Jung et al. · SSRN Electronic Journal · 2019 · 151 citations · Full text

Bootstrapping Privacy Compliance in Big Data Systems

Shayak Sen, Saikat Guha, Anupam Datta et al. · 2014 · 84 citations · Full text

Privacy Protection, Engineering, Information Security +23

Use Privacy in Data-Driven Systems

Anupam Datta, Matt Fredrikson, Gihyuk Ko et al. · 2017 · 58 citations

Privacy Protection, Proxy Use, Engineering +22

Influence-Directed Explanations for Deep Convolutional Networks

K. Rustan M. Leino, Shayak Sen, Anupam Datta et al. · 2018 · 55 citations

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