Sam Corbett-Davies

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 15

Top Topics

Sampling Strategies

Training Dataset

Pairwise Comparisons

Top Venues

Publications

Hannah Korevaar, Chris McConnell, Edmund Tong, Erik Brinkman, Alana Shine, Misam Abbas, Blossom Metevier, Sam Corbett-Davies, Khalid El-Arini
Matched Pair Calibration for Ranking Fairness. CoRR (2023)
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract). IJCAI (2023)
William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel
Adaptive Sampling Strategies to Construct Equitable Training Datasets. CoRR (2022)
William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel
Adaptive Sampling Strategies to Construct Equitable Training Datasets. FAccT (2022)
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
Online Certification of Preference-Based Fairness for Personalized Recommender Systems. AAAI (2022)
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
Online certification of preference-based fairness for personalized recommender systems. CoRR (2021)
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
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems. CoRR (2021)
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
Two-sided fairness in rankings via Lorenz dominance. NeurIPS (2021)
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
Two-sided fairness in rankings via Lorenz dominance. CoRR (2021)
Emma Pierson, Sam Corbett-Davies, Sharad Goel
Fast Threshold Tests for Detecting Discrimination. AISTATS (2018)
Sam Corbett-Davies, Sharad Goel
The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning. CoRR (2018)
Tom Botterill, Scott Paulin, Richard D. Green, Samuel Williams, Jessica Lin, Valerie Saxton, Steven Mills, XiaoQi Chen, Sam Corbett-Davies
A Robot System for Pruning Grape Vines. J. Field Robotics 34 (6) (2017)
Emma Pierson, Sam Corbett-Davies, Sharad Goel
Fast Threshold Tests for Detecting Discrimination. CoRR (2017)
Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq
Algorithmic Decision Making and the Cost of Fairness. KDD (2017)
Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq
Algorithmic decision making and the cost of fairness. CoRR (2017)
Christopher Bongsoo Choy, Michael Stark, Sam Corbett-Davies, Silvio Savarese
Enriching object detection with 2D-3D registration and continuous viewpoint estimation. CVPR (2015)
Sam Corbett-Davies, Andreas Dünser, Richard D. Green, Adrian J. Clark
An advanced interaction framework for augmented reality based exposure treatment. VR (2013)
Sam Corbett-Davies, Andreas Dünser, Adrian J. Clark
Interactive AR exposure therapy. CHINZ (2012)
Sam Corbett-Davies, Tom Botterill, Richard D. Green, Valerie Saxton
An expert system for automatically pruning vines. IVCNZ (2012)
Sam Corbett-Davies, Richard D. Green, Adrian J. Clark
Physically interactive tabletop augmented reality using the Kinect. IVCNZ (2012)