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11/12/2018
What is my data worth? From data properties to data value
Data today fuels both the economy and advances in machine learning and A...
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10/03/2018
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias
Fairness is an increasingly important concern as machine learning models...
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09/12/2018
Extracting Fairness Policies from Legal Documents
Machine Learning community is recently exploring the implications of bia...
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08/25/2018
Efficiently Processing Workflow Provenance Queries on SPARK
In this paper, we investigate how we can leverage Spark platform for eff...
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08/22/2018
Increasing Trust in AI Services through Supplier's Declarations of Conformity
The accuracy and reliability of machine learning algorithms are an impor...
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07/25/2018
Judging a Book by its Description : Analyzing Gender Stereotypes in the Man Bookers Prize Winning Fiction
The presence of gender stereotypes in many aspects of society is a well-...
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04/11/2018
Generating Clues for Gender based Occupation De-biasing in Text
Vast availability of text data has enabled widespread training and use o...
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02/02/2018
Hardening Deep Neural Networks via Adversarial Model Cascades
Deep neural networks (DNNs) have been shown to be vulnerable to adversar...
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01/15/2018
Secure k-NN as a Service Over Encrypted Data in Multi-User Setting
To securely leverage the advantages of Cloud Computing, recently a lot o...
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11/20/2017
Model Extraction Warning in MLaaS Paradigm
Cloud vendors are increasingly offering machine learning services as par...
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10/18/2017
An End-To-End Machine Learning Pipeline That Ensures Fairness Policies
In consequential real-world applications, machine learning (ML) based sy...
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10/11/2017
Bollywood Movie Corpus for Text, Images and Videos
In past few years, several data-sets have been released for text and ima...
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10/11/2017
Analyzing Gender Stereotyping in Bollywood Movies
The presence of gender stereotypes in many aspects of society is a well-...
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07/11/2017
A Survey on Resilient Machine Learning
Machine learning based system are increasingly being used for sensitive ...
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07/10/2017
