Concepedia

Serena Booth

SB

9

Publications

362

Citations

9

H-Index

2017

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Brown University

Serena Booth is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and model interpretability.

Top concepts

EngineeringComputer ScienceData ScienceInterpretabilityMachine LearningStatisticsDeep LearningKnowledge DiscoveryPredictive AnalyticsHuman-computer Interaction

Publications per year

2017–2023

9

Publications

9

IEEE P7001: A Proposed Standard on Transparency

Alan Winfield, Serena Booth, Louise A. Dennis et al. · Frontiers in Robotics and AI · 2021 · 89 citations · Full text

Time-sensitive Networking, Engineering, Draft Standard +23

Piggybacking Robots

Serena Booth, James Tompkin, Hanspeter Pfister et al. · 2017 · 81 citations

Behavioral Sciences, Bomb Threat, Engineering +12

Do Feature Attribution Methods Correctly Attribute Features?

Yilun Zhou, Serena Booth, Marco Túlio Ribeiro et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 80 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications

Serena Booth, W. Bradley Knox, Julie Shah et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 40 citations · Full text

Artificial Intelligence, Reward Function, Engineering +23

Virtual, Augmented, and Mixed Reality for Human-Robot Interaction (VAM-HRI)

Tom Williams, Daniel Szafır, Tathagata Chakraborti et al. · 2020 · 21 citations

Engineering, Human-machine Interaction, Mixed Reality +16

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