Sam Corbett-Davies

According to our database, Sam Corbett-Davies authored at least 18 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold Policies.

Brian Cho, Ana-Roxana Pop, Kyra Gan, Sam Corbett-Davies, Israel Nir, Ariel Evnine, Nathan Kallus

CoRR, 2024

2023

The Measure and Mismeasure of Fairness.

Sam Corbett-Davies, Johann D. Gaebler, Hamed Nilforoshan, Ravi Shroff, Sharad Goel

J. Mach. Learn. Res., 2023

Matched Pair Calibration for Ranking Fairness.

Hannah Korevaar, Chris McConnell, Edmund Tong, Erik Brinkman, Alana Shine, Misam Abbas, Blossom Metevier, Sam Corbett-Davies, Khalid El-Arini

CoRR, 2023

Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract).

Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Adaptive Sampling Strategies to Construct Equitable Training Datasets.

William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Online Certification of Preference-Based Fairness for Personalized Recommender Systems.

Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems.

Chloé Bakalar, Renata Barreto, Stevie Bergman, Miranda Bogen, Bobbie Chern, Sam Corbett-Davies, Melissa Hall, Isabel Kloumann, Michelle Lam, Joaquin Quiñonero Candela, Manish Raghavan, Joshua Simons, Jonathan Tannen, Edmund Tong, Kate Vredenburgh, Jiejing Zhao

CoRR, 2021

Two-sided fairness in rankings via Lorenz dominance.

Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2018

Identifying bias in human and machine decisions.

Sam Corbett-Davies

PhD thesis, 2018

The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning.

Sam Corbett-Davies, Sharad Goel

CoRR, 2018

Fast Threshold Tests for Detecting Discrimination.

Emma Pierson, Sam Corbett-Davies, Sharad Goel

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

A Robot System for Pruning Grape Vines.

Tom Botterill, Scott Paulin, Richard D. Green, Samuel Williams, Jessica Lin, Valerie Saxton, Steven Mills, XiaoQi Chen, Sam Corbett-Davies

J. Field Robotics, 2017

Algorithmic Decision Making and the Cost of Fairness.

Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2015

Enriching object detection with 2D-3D registration and continuous viewpoint estimation.

Christopher Bongsoo Choy, Michael Stark, Sam Corbett-Davies, Silvio Savarese

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2013

An advanced interaction framework for augmented reality based exposure treatment.

Sam Corbett-Davies, Andreas Dünser, Richard D. Green, Adrian J. Clark

Proceedings of the 2013 IEEE Virtual Reality, 2013

2012

Physically interactive tabletop augmented reality using the Kinect.

Sam Corbett-Davies, Richard D. Green, Adrian J. Clark

Proceedings of the Image and Vision Computing New Zealand, 2012

An expert system for automatically pruning vines.

Sam Corbett-Davies, Tom Botterill, Richard D. Green, Valerie Saxton

Proceedings of the Image and Vision Computing New Zealand, 2012

Interactive AR exposure therapy.

Sam Corbett-Davies, Andreas Dünser, Adrian J. Clark

Proceedings of the 13th Annual Conference of the NZ ACM Special Interest Group on Human-Computer Interaction, 2012