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2020 – today
- 2024
[i9]Brian Cho, Ana-Roxana Pop, Kyra Gan, Sam Corbett-Davies, Israel Nir, Ariel Evnine, Nathan Kallus:
CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold Policies. CoRR abs/2408.12004 (2024)- 2023
- [j2]Sam Corbett-Davies, Johann D. Gaebler, Hamed Nilforoshan, Ravi Shroff, Sharad Goel:
The Measure and Mismeasure of Fairness. J. Mach. Learn. Res. 24: 312:1-312:117 (2023) - [c11]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract). IJCAI 2023: 6426-6430 - [i8]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 abs/2306.03775 (2023) - 2022
- [c10]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Online Certification of Preference-Based Fairness for Personalized Recommender Systems. AAAI 2022: 6532-6540 - [c9]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: 1467-1478 - [i7]William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel:
Adaptive Sampling Strategies to Construct Equitable Training Datasets. CoRR abs/2202.01327 (2022) - 2021
- [c8]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Two-sided fairness in rankings via Lorenz dominance. NeurIPS 2021: 8596-8608 - [i6]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 abs/2103.06172 (2021) - [i5]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Online certification of preference-based fairness for personalized recommender systems. CoRR abs/2104.14527 (2021) - [i4]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Two-sided fairness in rankings via Lorenz dominance. CoRR abs/2110.15781 (2021)
2010 – 2019
- 2018
- [b1]Sam Corbett-Davies:
Identifying bias in human and machine decisions. Stanford University, USA, 2018 - [c7]Emma Pierson, Sam Corbett-Davies, Sharad Goel:
Fast Threshold Tests for Detecting Discrimination. AISTATS 2018: 96-105 - [i3]Sam Corbett-Davies, Sharad Goel:
The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning. CoRR abs/1808.00023 (2018) - 2017
- [j1]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): 1100-1122 (2017) - [c6]Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq:
Algorithmic Decision Making and the Cost of Fairness. KDD 2017: 797-806 - [i2]Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq:
Algorithmic decision making and the cost of fairness. CoRR abs/1701.08230 (2017) - [i1]Emma Pierson, Sam Corbett-Davies, Sharad Goel:
Fast Threshold Tests for Detecting Discrimination. CoRR abs/1702.08536 (2017) - 2015
- [c5]Christopher Bongsoo Choy, Michael Stark, Sam Corbett-Davies, Silvio Savarese:
Enriching object detection with 2D-3D registration and continuous viewpoint estimation. CVPR 2015: 2512-2520 - 2013
- [c4]Sam Corbett-Davies, Andreas Dünser, Richard D. Green, Adrian J. Clark:
An advanced interaction framework for augmented reality based exposure treatment. VR 2013: 19-22 - 2012
- [c3]Sam Corbett-Davies, Andreas Dünser, Adrian J. Clark:
Interactive AR exposure therapy. CHINZ 2012: 98 - [c2]Sam Corbett-Davies, Tom Botterill, Richard D. Green, Valerie Saxton:
An expert system for automatically pruning vines. IVCNZ 2012: 55-60 - [c1]Sam Corbett-Davies, Richard D. Green, Adrian J. Clark:
Physically interactive tabletop augmented reality using the Kinect. IVCNZ 2012: 210-215
Coauthor Index
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