Sam Corbett-Davies

24 papers A* 6A 1Misc 2Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold Policies.
KDD (1)
Brian M. Cho, Ana-Roxana Pop, Kyra Gan, Sam Corbett-Davies, Israel Nir, Ariel Evnine, Nathan Kallus
2024 J jnl
CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold Policies.
CoRR
Brian M. Cho, Ana-Roxana Pop, Kyra Gan, Sam Corbett-Davies, Israel Nir, Ariel Evnine, Nathan Kallus
2023 J jnl
Matched Pair Calibration for Ranking Fairness.
CoRR
Hannah Korevaar, Chris McConnell, Edmund Tong, Erik Brinkman, Alana Shine, Misam Abbas, Blossom Metevier, Sam Corbett-Davies, Khalid El-Arini
2023 A* conf
Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract).
IJCAI
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2023 J jnl
The Measure and Mismeasure of Fairness.
J. Mach. Learn. Res.
Sam Corbett-Davies, Johann D. Gaebler, Hamed Nilforoshan, Ravi Shroff, Sharad Goel
2022 — conf
Adaptive Sampling Strategies to Construct Equitable Training Datasets.
FAccT
William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel
2022 J jnl
Adaptive Sampling Strategies to Construct Equitable Training Datasets.
CoRR
William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel
2022 A* conf
Online Certification of Preference-Based Fairness for Personalized Recommender Systems.
AAAI
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2021 J jnl
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems.
CoRR
Chloé Bakalar, Renata Barreto, Stevie Bergman, Miranda Bogen, Bobbie Chern, Sam Corbett-Davies, Melissa Hall, Isabel Kloumann, Michelle S. Lam, Joaquin Quiñonero Candela, Manish Raghavan, Joshua Simons, Jonathan Tannen, Edmund Tong, Kate Vredenburgh, Jiejing Zhao
2021 J jnl
Online certification of preference-based fairness for personalized recommender systems.
CoRR
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2021 A* conf
Two-sided fairness in rankings via Lorenz dominance.
NeurIPS
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2021 J jnl
Two-sided fairness in rankings via Lorenz dominance.
CoRR
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2018 A conf
Fast Threshold Tests for Detecting Discrimination.
AISTATS
Emma Pierson, Sam Corbett-Davies, Sharad Goel
2018 — —
Identifying bias in human and machine decisions.
Sam Corbett-Davies
2018 J jnl
The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning.
CoRR
Sam Corbett-Davies, Sharad Goel
2017 J jnl
A Robot System for Pruning Grape Vines.
J. Field Robotics
Tom Botterill, Scott Paulin, Richard D. Green, Samuel Williams, Jessica Lin, Valerie Saxton, Steven Mills, Xiaoqi Chen, Sam Corbett-Davies
2017 A* conf
Algorithmic Decision Making and the Cost of Fairness.
KDD
Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq
2017 J jnl
Algorithmic decision making and the cost of fairness.
CoRR
Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq
2017 J jnl
Fast Threshold Tests for Detecting Discrimination.
CoRR
Emma Pierson, Sam Corbett-Davies, Sharad Goel
2015 A* conf
Enriching object detection with 2D-3D registration and continuous viewpoint estimation.
CVPR
Christopher Bongsoo Choy, Michael Stark, Sam Corbett-Davies, Silvio Savarese
2013 A* conf
An advanced interaction framework for augmented reality based exposure treatment.
VR
Sam Corbett-Davies, Andreas Dünser, Richard D. Green, Adrian J. Clark
2012 Misc conf
An expert system for automatically pruning vines.
IVCNZ
Sam Corbett-Davies, Tom Botterill, Richard D. Green, Valerie Saxton
2012 — conf
Interactive AR exposure therapy.
CHINZ
Sam Corbett-Davies, Andreas Dünser, Adrian J. Clark
2012 Misc conf
Physically interactive tabletop augmented reality using the Kinect.
IVCNZ
Sam Corbett-Davies, Richard D. Green, Adrian J. Clark