no code implementations • 21 Apr 2022 • Ryan Hoque, Kaushik Shivakumar, Shrey Aeron, Gabriel Deza, Aditya Ganapathi, Adrian Wong, Johnny Lee, Andy Zeng, Vincent Vanhoucke, Ken Goldberg
Autonomous fabric manipulation is a longstanding challenge in robotics, but evaluating progress is difficult due to the cost and diversity of robot hardware.
1 code implementation • 27 Sep 2021 • Anvith Thudi, Gabriel Deza, Varun Chandrasekaran, Nicolas Papernot
In this work, we first taxonomize approaches and metrics of approximate unlearning.
no code implementations • 24 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.
no code implementations • 1 Jan 2021 • Gabriel Deza, Colin Rowat, Nicolas Papernot
Machine learning (ML) models are known to be vulnerable to attacks both at training and test time.