Fairness and Machine Learning: Limitations and Opportunities

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Research Overview

Joint coupling and complex legged locomotion patterns

BirdBot robot mimicks birds' leg architecture

Soft substrate locomotion with multi-segmented toes

Lower-leg biomechanics

Human lower leg biomechanics with EcoWalker robot

Power to the springs

Muscles, control, and damping in legged locomotion

Muscle prestimulation tunes velocity preflex

Physical damping trading off locomotion characteristics

Social Foundations of Computation Members Publications

Fairness and Machine Learning: Limitations and Opportunities

Published in 2023, this textbook introduces broad audiences to the field of algorithmic fairness.

Material from the book has been covered in dozens of courses globally, and has been cited thousands of times.

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Social Foundations of Computation

Moritz Hardt

Director

Publications

Social Foundations of Computation Book Fairness and Machine Learning: Limitations and Opportunities Barocas, S., Hardt, M., Narayanan, A. MIT Press, December 2023 (Published) URL BibTeX