Designing and Deploying Online Field Experiments

10 September 2014

Papers citing "Designing and Deploying Online Field Experiments"

16 / 16 papers shown

Title
On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization Undral Byambadalai Tomu Hirata Tatsushi Oka Shota Yasui 34 0 0 06 Jun 2025
A Two-Part Machine Learning Approach to Characterizing Network Interference in A/B Testing Yuan. Yuan Kristen M. Altenburger 74 5 0 18 Aug 2023
Balancing Risk and Reward: An Automated Phased Release Strategy Yufan Li Jialiang Mao Iavor Bojinov 46 0 0 16 May 2023
Assign Experiment Variants at Scale in Online Controlled Experiments Qike Li Samir Jamkhande P. Kochetkov Pai Liu LRM 6 0 0 17 Dec 2022
Listen to Users, but Only 85% of the Time: How Black Swans Can Save Innovation in a Data-Driven World Maximilian Speicher 30 0 0 10 Aug 2022
Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships Eunice Jun Audrey Seo Jeffrey Heer René Just 143 19 0 07 Jan 2022
Challenging common interpretability assumptions in feature attribution explanations Jonathan Dinu Jeffrey P. Bigham J. Z. K. Unaffiliated 78 14 0 04 Dec 2020
Inferring Individual Level Causal Models from Graph-based Relational Time Series Ryan Rossi Somdeb Sarkhel Nesreen Ahmed CML 23 0 0 16 Jan 2020
Tea: A High-level Language and Runtime System for Automating Statistical Analysis Eunice Jun Maureen Daum Jared Roesch Sarah E. Chasins E. Berger René Just Katharina Reinecke 73 36 0 10 Apr 2019
Bayesian Optimization for Policy Search via Online-Offline Experimentation Benjamin Letham E. Bakshy OffRL 97 56 0 01 Apr 2019
A Survey of Learning Causality with Data: Problems and Methods Ruocheng Guo Lu Cheng Jundong Li P. R. Hahn Huan Liu CML 88 168 0 25 Sep 2018
An Experimental Study of Cryptocurrency Market Dynamics P. Krafft N. D. Penna Alex Pentland 48 65 0 17 Jan 2018
Democratizing online controlled experiments at Booking.com Raphael Lopez Kaufman Jegar Pitchforth Lukas Vermeer 51 38 0 23 Oct 2017
Learning causal effects from many randomized experiments using regularized instrumental variables A. Peysakhovich Dean Eckles CML 118 23 0 04 Jan 2017
Combining observational and experimental data to find heterogeneous treatment effects A. Peysakhovich Akos Lada CML 58 36 0 08 Nov 2016
MmmTurkey: A Crowdsourcing Framework for Deploying Tasks and Recording Worker Behavior on Amazon Mechanical Turk B. Dang Miles Hutson Matt Lease 16 8 0 04 Sep 2016