Sam Corbett-Davies
6 papers · 2015–2023 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
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Research topics
Keywords
recommender system
(2)
multi-armed bandit
(2)
bayesian inference
(1)
object detection
(1)
template matching
(1)
pareto optimality
(1)
viewpoint estimation
(1)
latent variable model
(1)
gradient-based algorithm
(1)
pure exploration
(1)
fair machine learning
(1)
frank-wolfe algorithm
(1)
demographic parity
(1)
equalized odd
(1)
3d model
(1)
3d registration
(1)
2d-3d registration
(1)
discriminant distribution
(1)
preference-based fairness
(1)
welfare economics
(1)
Papers
Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract)
IJCAI 2023
The Measure and Mismeasure of Fairness
JMLR 2023
Online Certification of Preference-Based Fairness for Personalized Recommender Systems
AAAI 2022
Two-sided fairness in rankings via Lorenz dominance
NeurIPS 2021
Fast Threshold Tests for Detecting Discrimination
AISTATS 2018
Enriching Object Detection With 2D-3D Registration and Continuous Viewpoint Estimation
CVPR 2015