Zobrazeno 1 - 10
of 134
pro vyhledávání: '"Holtz, David"'
Autor:
Jahani, Eaman, Manning, Benjamin S., Zhang, Joe, TuYe, Hong-Yi, Alsobay, Mohammed, Nicolaides, Christos, Suri, Siddharth, Holtz, David
In an online experiment with N = 1893 participants, we collected and analyzed over 18,000 prompts and over 300,000 images to explore how the importance of prompting will change as the capabilities of generative AI models continue to improve. Each par
Externí odkaz:
http://arxiv.org/abs/2407.14333
Autor:
Brennan, Jennifer, Cong, Yahu, Yu, Yiwei, Lin, Lina, Peng, Yajun, Meng, Changping, Han, Ningren, Pouget-Abadie, Jean, Holtz, David
It is increasingly common in digital environments to use A/B tests to compare the performance of recommendation algorithms. However, such experiments often violate the stable unit treatment value assumption (SUTVA), particularly SUTVA's "no hidden tr
Externí odkaz:
http://arxiv.org/abs/2309.07107
Autor:
Holtz, David M.
This dissertation consists of three chapters that concern the design of online marketplaces and platforms. In Chapter 1, I estimate the impact of increasing the extent to which content recommendations are personalized by analyzing the results of a ra
Externí odkaz:
https://hdl.handle.net/1721.1/139386
Autor:
Fradkin, Andrey, Holtz, David
Online reviews are typically written by volunteers and, as a consequence, information about seller quality may be under-provided in digital marketplaces. We study the extent of this under-provision in a large-scale randomized experiment conducted by
Externí odkaz:
http://arxiv.org/abs/2112.09783
Autor:
Yang, Longqi, Jaffe, Sonia, Holtz, David, Suri, Siddharth, Sinha, Shilpi, Weston, Jeffrey, Joyce, Connor, Shah, Neha, Sherman, Kevin, Lee, CJ, Hecht, Brent, Teevan, Jaime
Publikováno v:
Nature Human Behaviour (2021)
The COVID-19 pandemic has had a wide-ranging impact on information workers such as higher stress levels, increased workloads, new workstreams, and more caregiving responsibilities during lockdown. COVID-19 also caused the overwhelming majority of inf
Externí odkaz:
http://arxiv.org/abs/2007.15584
Online marketplace designers frequently run A/B tests to measure the impact of proposed product changes. However, given that marketplaces are inherently connected, total average treatment effect estimates obtained through Bernoulli randomized experim
Externí odkaz:
http://arxiv.org/abs/2004.12489
Autor:
Holtz, David, Aral, Sinan
In an A/B test, the typical objective is to measure the total average treatment effect (TATE), which measures the difference between the average outcome if all users were treated and the average outcome if all users were untreated. However, a simple
Externí odkaz:
http://arxiv.org/abs/2004.12162
Autor:
Holtz, David, Carterette, Benjamin, Chandar, Praveen, Nazari, Zahra, Cramer, Henriette, Aral, Sinan
It remains unknown whether personalized recommendations increase or decrease the diversity of content people consume. We present results from a randomized field experiment on Spotify testing the effect of personalized recommendations on consumption d
Externí odkaz:
http://arxiv.org/abs/2003.08203
Autor:
Holtz, David Michael
Thesis: S.M. in Management Research, Massachusetts Institute of Technology, Sloan School of Management, 2018.
Cataloged from PDF version of thesis.
Includes bibliographical references (pages 37-38).
Many internet firms use A/B tests to
Cataloged from PDF version of thesis.
Includes bibliographical references (pages 37-38).
Many internet firms use A/B tests to
Externí odkaz:
http://hdl.handle.net/1721.1/117999
Autor:
Al Assadi, Anwar, Holtz, David, Nägele, Frank, Nitsche, Christof, Kraus, Werner, Huber, Marco F.
Publikováno v:
In Journal of Manufacturing Systems October 2022 65:19-32
