Evolving Software to be ML-Driven Utilizing Real-World A/B Testing: Experiences, Insights, Challenges (ICSE 2021 - SEIP - Software Engineering in Practice)

Who

Paul Luo Li, Xiaoyu Chai, Frederick Campbell, Jilong Liao, Neeraja Abburu, Minsuk Kang, Irina Niculescu, Greg Brake, Siddharth Patel, James Dooley, Brandon Paddock

Track

ICSE 2021 SEIP - Software Engineering in Practice

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When

Wed 26 May 2021 20:40 - 21:00 at Blended Sessions Room 1 - 2.6.1. Social Equality and Fairness #1 Chair(s): Joanne M. Atlee
Thu 27 May 2021 08:40 - 09:00 at Blended Sessions Room 1 - 2.6.1. Social Equality and Fairness #1

Link to Preprint

https://www.microsoft.com/en-us/research/publication/evolving-software-to-be-ml-driven-utilizing-real-world-a-b-testing-experiences-insights-challenges/

Paul Luo Li

Microsoft

United States

Xiaoyu Chai

Microsoft

United States

Frederick Campbell

Microsoft

United States

Jilong Liao

Microsoft

United States

Neeraja Abburu

Microsoft

United States

Minsuk Kang

Microsoft

United States

Irina Niculescu

Microsoft

United States

Greg Brake

Microsoft

United States

Siddharth Patel

Microsoft

United States

James Dooley

Microsoft

United States

Brandon Paddock

Microsoft

United States

YT Video

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The program is currently displayed in (GMT+02:00) Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna.

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Session Program

Wed 26 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

20:40 - 21:40	2.6.1. Social Equality and Fairness #1SEIP - Software Engineering in Practice / Technical Track at Blended Sessions Room 1 +12h Chair(s): Joanne M. Atlee University of Waterloo

20:40 20m Paper		Evolving Software to be ML-Driven Utilizing Real-World A/B Testing: Experiences, Insights, ChallengesSEIP SEIP - Software Engineering in Practice Paul Luo Li Microsoft, Xiaoyu Chai Microsoft, Frederick Campbell Microsoft, Jilong Liao Microsoft, Neeraja Abburu Microsoft, Minsuk Kang Microsoft, Irina Niculescu Microsoft, Greg Brake Microsoft, Siddharth Patel Microsoft, James Dooley Microsoft, Brandon Paddock Microsoft Pre-print Media Attached
21:00 20m Paper		AID: An Automated Inclusivity-Bug DetectorTechnical Track Technical Track Amreeta Chatterjee Oregon State University, Mariam Guizani Oregon State University, Catherine Stevens Oregon State University, Jillian Emard Oregon State University, Mary Evelyn May Oregon State University, Margaret Burnett Oregon State University, Iftekhar Ahmed University of California, Irvine, Anita Sarma Oregon State University Pre-print Media Attached
21:20 20m Paper		Towards Inclusive Software Engineering Through A/B Testing: A Case-Study at WindowsSEIP SEIP - Software Engineering in Practice Irina Niculescu Microsoft, Huibin Mary Hu Microsoft, Christina Gee Microsoft, Chewy Chong Microsoft, Shivam Dubey Microsoft, Paul Luo Li Microsoft Pre-print Media Attached

Thu 27 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

08:40 - 09:40	2.6.1. Social Equality and Fairness #1SEIP - Software Engineering in Practice / Technical Track at Blended Sessions Room 1

08:40 20m Paper		Evolving Software to be ML-Driven Utilizing Real-World A/B Testing: Experiences, Insights, ChallengesSEIP SEIP - Software Engineering in Practice Paul Luo Li Microsoft, Xiaoyu Chai Microsoft, Frederick Campbell Microsoft, Jilong Liao Microsoft, Neeraja Abburu Microsoft, Minsuk Kang Microsoft, Irina Niculescu Microsoft, Greg Brake Microsoft, Siddharth Patel Microsoft, James Dooley Microsoft, Brandon Paddock Microsoft Pre-print Media Attached
09:00 20m Paper		AID: An Automated Inclusivity-Bug DetectorTechnical Track Technical Track Amreeta Chatterjee Oregon State University, Mariam Guizani Oregon State University, Catherine Stevens Oregon State University, Jillian Emard Oregon State University, Mary Evelyn May Oregon State University, Margaret Burnett Oregon State University, Iftekhar Ahmed University of California, Irvine, Anita Sarma Oregon State University Pre-print Media Attached
09:20 20m Paper		Towards Inclusive Software Engineering Through A/B Testing: A Case-Study at WindowsSEIP SEIP - Software Engineering in Practice Irina Niculescu Microsoft, Huibin Mary Hu Microsoft, Christina Gee Microsoft, Chewy Chong Microsoft, Shivam Dubey Microsoft, Paul Luo Li Microsoft Pre-print Media Attached