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pro vyhledávání: '"Li, Hannah"'
This paper investigates decision-making in A/B experiments for online platforms and marketplaces. In such settings, due to constraints on inventory, A/B experiments typically lead to biased estimators because of interference; this phenomenon has been
Externí odkaz:
http://arxiv.org/abs/2410.06580
Randomized controlled trials (RCTs), or experiments, are the gold standard for intervention evaluation. However, the main appeal of RCTs, the clean identification of causal effects, can be compromised by interference, when one subject's treatment ass
Externí odkaz:
http://arxiv.org/abs/2407.21322
Most modern recommendation algorithms are data-driven: they generate personalized recommendations by observing users' past behaviors. A common assumption in recommendation is that how a user interacts with a piece of content (e.g., whether they choos
Externí odkaz:
http://arxiv.org/abs/2405.05596
Many online platforms of today, including social media sites, are two-sided markets bridging content creators and users. Most of the existing literature on platform recommendation algorithms largely focuses on user preferences and decisions, and does
Externí odkaz:
http://arxiv.org/abs/2401.00313
Two-sided marketplace platforms often run experiments to test the effect of an intervention before launching it platform-wide. A typical approach is to randomize individuals into the treatment group, which receives the intervention, and the control g
Externí odkaz:
http://arxiv.org/abs/2104.12222
We study the role of information and access in capacity-constrained selection problems with fairness concerns. We develop a theoretical statistical discrimination framework, where each applicant has multiple features and is potentially strategic. The
Externí odkaz:
http://arxiv.org/abs/2010.04396
We develop an analytical framework to study experimental design in two-sided marketplaces. Many of these experiments exhibit interference, where an intervention applied to one market participant influences the behavior of another participant. This in
Externí odkaz:
http://arxiv.org/abs/2002.05670
Autor:
Colbert, Lauren E., El Alam, Molly B., Wang, Rui, Karpinets, Tatiana, Lo, David, Lynn, Erica J., Harris, Timothy A., Elnaggar, Jacob H., Yoshida-Court, Kyoko, Tomasic, Katarina, Bronk, Julianna K., Sammouri, Julie, Yanamandra, Ananta V., Olvera, Adilene V., Carlin, Lily G., Sims, Travis, Delgado Medrano, Andrea Y., Napravnik, Tatiana Cisneros, O’Hara, Madison, Lin, Daniel, Abana, Chike O., Li, Hannah X., Eifel, Patricia J., Jhingran, Anuja, Joyner, Melissa, Lin, Lilie, Ramondetta, Lois M., Futreal, Andrew M., Schmeler, Kathleen M., Mathew, Geena, Dorta-Estremera, Stephanie, Zhang, Jianhua, Wu, Xiaogang, Ajami, Nadim J., Wong, Matthew, Taniguchi, Cullen, Petrosino, Joseph F., Sastry, K. Jagannadha, Okhuysen, Pablo C., Martinez, Sara A., Tan, Lin, Mahmud, Iqbal, Lorenzi, Philip L., Wargo, Jennifer A., Klopp, Ann H.
Publikováno v:
In Cancer Cell 13 November 2023 41(11):1945-1962
Akademický článek
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Publikováno v:
Journal of Speech, Language & Hearing Research. Nov2023, Vol. 66 Issue 11, p4180-4190. 11p.