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Lukas Vermeer
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Top challenges from the first practical online controlled experiments summit
S Gupta, R Kohavi, D Tang, Y Xu, R Andersen, E Bakshy, N Cardin, ...
ACM SIGKDD Explorations Newsletter 21 (1), 20-35, 2019
942019
Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies
A Fabijan, P Dmitriev, C McFarland, L Vermeer, H Holmström Olsson, ...
Journal of Software: Evolution and Process 30 (12), e2113, 2018
862018
Democratizing online controlled experiments at Booking. com
RL Kaufman, J Pitchforth, L Vermeer
arXiv preprint arXiv:1710.08217, 2017
442017
Diagnosing sample ratio mismatch in online controlled experiments: a taxonomy and rules of thumb for practitioners
A Fabijan, J Gupchup, S Gupta, J Omhover, W Qin, L Vermeer, P Dmitriev
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
292019
Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale
A Fabijan, P Dmitriev, HH Olsson, J Bosch, L Vermeer, D Lewis
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
222019
A/B testing at scale: Accelerating software innovation
A Deng, P Dmitriev, S Gupta, R Kohavi, P Raff, L Vermeer
Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017
152017
A/B testing intuition busters: Common misunderstandings in online controlled experiments
R Kohavi, A Deng, L Vermeer
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
102022
Leaky abstraction in online experimentation platforms: a conceptual framework to categorize common challenges
T Kluck, L Vermeer
arXiv preprint arXiv:1710.00397, 2017
92017
It takes a Flywheel to Fly: Kickstarting and Growing the A/B testing Momentum at Scale
A Fabijan, B Arai, P Dmitriev, L Vermeer
2021 47th Euromicro Conference on Software Engineering and Advanced …, 2021
72021
Mediation analysis in online experiments at Booking. com: Disentangling direct and indirect effects
BT Öztan, Z van Havre, C Gomes, L Vermeer
arXiv preprint arXiv:1810.12718, 2018
22018
Democratizing online controlled experiments at Booking. com
R Lopez Kaufman, J Pitchforth, L Vermeer
arXiv e-prints, arXiv: 1710.08217, 2017
22017
A/B testing intuition busters
R Kohavi, A Deng, L Vermeer
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
12022
Mediation Analysis in Online Experiments at Booking. com: Disentangling Direct and Indirect Effects
B Tolga Öztan, Z van Havre, C Gomes, L Vermeer
arXiv e-prints, arXiv: 1810.12718, 2018
12018
Automated Sample Ratio Mismatch (SRM) detection and analysis
L Vermeer, K Anderson, M Acebal
Proceedings of the 26th International Conference on Evaluation and …, 2022
2022
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