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Chris Russell
Chris Russell
Associate Professor, University of Oxford
Verified email at oii.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
S Wachter, B Mittelstadt, C Russell
Harvard Journal of Law & Technology 31 (2), 2018
26672018
Counterfactual fairness
MJ Kusner, J Loftus, C Russell, R Silva
Advances in neural information processing systems 30, 2017
18102017
Associative hierarchical crfs for object class image segmentation
L Ladicky, C Russell, P Kohli, PHS Torr
Computer Vision, 2009 IEEE 12th International Conference on, 739-746, 2009
8192009
Explaining explanations in AI
B Mittelstadt, C Russell, S Wachter
Proceedings of the conference on fairness, accountability, and transparency …, 2019
7622019
Veegan: Reducing mode collapse in gans using implicit variational learning
A Srivastava, L Valkov, C Russell, MU Gutmann, C Sutton
Advances in neural information processing systems 30, 2017
7572017
Lifting from the deep: Convolutional 3d pose estimation from a single image
D Tome, C Russell, L Agapito
Proceedings of the IEEE conference on computer vision and pattern …, 2017
6122017
Graph cut based inference with co-occurrence statistics
L Ladicky, C Russell, P Kohli, P Torr
Computer Vision–ECCV 2010, 239-253, 2010
4392010
What, where and how many? combining object detectors and crfs
Ľ Ladický, P Sturgess, K Alahari, C Russell, PHS Torr
Computer Vision–ECCV 2010, 424-437, 2010
4262010
Why fairness cannot be automated: Bridging the gap between EU non-discrimination law and AI
S Wachter, B Mittelstadt, C Russell
Computer Law & Security Review 41, 105567, 2021
2932021
Efficient search for diverse coherent explanations
C Russell
Proceedings of the conference on fairness, accountability, and transparency …, 2019
2502019
Joint optimization for object class segmentation and dense stereo reconstruction
L Ladický, P Sturgess, C Russell, S Sengupta, Y Bastanlar, W Clocksin, ...
International Journal of Computer Vision 100, 122-133, 2012
2352012
Take a look around: using street view and satellite images to estimate house prices
S Law, B Paige, C Russell
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (5), 1-19, 2019
2162019
Looking beyond the image: Unsupervised learning for object saliency and detection
P Siva, C Russell, T Xiang, L Agapito
Proceedings of the IEEE conference on computer vision and pattern …, 2013
2012013
When worlds collide: integrating different counterfactual assumptions in fairness
C Russell, MJ Kusner, J Loftus, R Silva
Advances in neural information processing systems 30, 2017
1952017
F-formation detection: Individuating free-standing conversational groups in images
F Setti, C Russell, C Bassetti, M Cristani
PloS one 10 (5), e0123783, 2015
1692015
In Defence of Negative Mining for Annotating Weakly Labelled Data
P Siva, C Russell, T Xiang
ECCV, 2012
1592012
Bias preservation in machine learning: the legality of fairness metrics under EU non-discrimination law
S Wachter, B Mittelstadt, C Russell
W. Va. L. Rev. 123, 735, 2021
1562021
Causal reasoning for algorithmic fairness
JR Loftus, C Russell, MJ Kusner, R Silva
arXiv preprint arXiv:1805.05859, 2018
1512018
Seasonal Arctic sea ice forecasting with probabilistic deep learning
TR Andersson, JS Hosking, M Pérez-Ortiz, B Paige, A Elliott, C Russell, ...
Nature communications 12 (1), 5124, 2021
1442021
Video pop-up: Monocular 3d reconstruction of dynamic scenes
C Russell, R Yu, L Agapito
European conference on computer vision, 583-598, 2014
1232014
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