Search Results for author: Adelin Travers

Found 4 papers, 1 papers with code

Interpretability in Safety-Critical FinancialTrading Systems

no code implementations24 Sep 2021 Gabriel Deza, Adelin Travers, Colin Rowat, Nicolas Papernot

Indeed, we show in our evaluation that errors in the forecasting model's predictions alone are not sufficient for trading decisions made based on these forecasts to yield a negative return.

Management

SoK: Machine Learning Governance

no code implementations20 Sep 2021 Varun Chandrasekaran, Hengrui Jia, Anvith Thudi, Adelin Travers, Mohammad Yaghini, Nicolas Papernot

The application of machine learning (ML) in computer systems introduces not only many benefits but also risks to society.

BIG-bench Machine Learning

Machine Unlearning

2 code implementations9 Dec 2019 Lucas Bourtoule, Varun Chandrasekaran, Christopher A. Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, Nicolas Papernot

Once users have shared their data online, it is generally difficult for them to revoke access and ask for the data to be deleted.

Machine Unlearning Transfer Learning

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