Sam Corbett-Davies
6 papers · 2015–2023 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
AISTATS (1)
CVPR (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
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
NIPS 2021
Fast Threshold Tests for Detecting Discrimination
AISTATS 2018
Enriching Object Detection With 2D-3D Registration and Continuous Viewpoint Estimation
CVPR 2015