Lukas Vermeer

According to our database, Lukas Vermeer authored at least 10 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A/B Testing Intuition Busters: Common Misunderstandings in Online Controlled Experiments.

Ron Kohavi, Alex Deng, Lukas Vermeer

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Automated Sample Ratio Mismatch (SRM) detection and analysis.

Lukas Vermeer, Kevin Anderson, Mauricio Acebal

Proceedings of the EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022, Gothenburg, Sweden, June 13, 2022

2021

It takes a Flywheel to Fly: Kickstarting and Growing the A/B testing Momentum at Scale.

Aleksander Fabijan, Benjamin Arai, Pavel A. Dmitriev, Lukas Vermeer

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

2019

Diagnosing Sample Ratio Mismatch in Online Controlled Experiments: A Taxonomy and Rules of Thumb for Practitioners.

Aleksander Fabijan, Jayant Gupchup, Somit Gupta, Jeff Omhover, Wen Qin, Lukas Vermeer, Pavel A. Dmitriev

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale.

Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch, Lukas Vermeer, Dylan Lewis

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

2018

Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies.

Aleksander Fabijan, Pavel A. Dmitriev, Colin McFarland, Lukas Vermeer, Helena Holmström Olsson, Jan Bosch

J. Softw. Evol. Process., 2018

Mediation Analysis in Online Experiments at Booking.com: Disentangling Direct and Indirect Effects.

Bahattin Tolga Öztan, Zoé van Havre, Caio Gomes, Lukas Vermeer

CoRR, 2018

2017

Democratizing online controlled experiments at Booking.com.

Raphael Lopez Kaufman, Jegar Pitchforth, Lukas Vermeer

CoRR, 2017

Leaky Abstraction In Online Experimentation Platforms: A Conceptual Framework To Categorize Common Challenges.

Timo Kluck, Lukas Vermeer

CoRR, 2017

A/B Testing at Scale: Accelerating Software Innovation.

Alex Deng, Pavel A. Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017