Zobrazeno 1 - 10
of 108
pro vyhledávání: '"Iliev, Rumen"'
Autor:
Namikoshi, Keiichi, Shamma, David A., Iliev, Rumen, Fang, Jingchao, Filipowicz, Alexandre, Hogan, Candice L, Wu, Charlene, Arechiga, Nikos
Behavior change interventions are important to coordinate societal action across a wide array of important applications, including the adoption of electrified vehicles to reduce emissions. Prior work has demonstrated that interventions for behavior m
Externí odkaz:
http://arxiv.org/abs/2410.23371
Autor:
Namikoshi, Keiichi, Filipowicz, Alex, Shamma, David A., Iliev, Rumen, Hogan, Candice L., Arechiga, Nikos
We consider the problem of aligning a large language model (LLM) to model the preferences of a human population. Modeling the beliefs, preferences, and behaviors of a specific population can be useful for a variety of different applications, such as
Externí odkaz:
http://arxiv.org/abs/2403.20252
Autor:
Filipowicz, Alexandre, Carter, Scott, Bravo, Nayeli, Iliev, Rumen, Hakimi, Shabnam, Shamma, David Ayman, Lyons, Kent, Hogan, Candice, Wu, Charlene
Visualizations are common methods to convey information but also increasingly used to spread misinformation. It is therefore important to understand the factors people use to interpret visualizations. In this paper, we focus on factors that influence
Externí odkaz:
http://arxiv.org/abs/2310.15406
Autor:
Arechiga, Nikos, Chen, Francine, Iliev, Rumen, Sumner, Emily, Carter, Scott, Filipowicz, Alex, Bravo, Nayeli, Van, Monica, Glazko, Kate, Murakami, Kalani, Denoue, Laurent, Hogan, Candice, Sieck, Katharine, Wu, Charlene, Lyons, Kent
Identifying personalized interventions for an individual is an important task. Recent work has shown that interventions that do not consider the demographic background of individual consumers can, in fact, produce the reverse effect, strengthening op
Externí odkaz:
http://arxiv.org/abs/2202.08963
Autor:
Arechiga, Nikos, Chen, Francine, Chen, Yan-Ying, Zhang, Yanxia, Iliev, Rumen, Toyoda, Heishiro, Lyons, Kent
We consider the problem of learning free-form symbolic expressions from raw data, such as that produced by an experiment in any scientific domain. Accurate and interpretable models of scientific phenomena are the cornerstone of scientific research. S
Externí odkaz:
http://arxiv.org/abs/2112.04023
Autor:
Harinen, Totte, Filipowicz, Alexandre, Hakimi, Shabnam, Iliev, Rumen, Klenk, Matthew, Sumner, Emily
Different advertising messages work for different people. Machine learning can be an effective way to personalise climate communications. In this paper we use machine learning to reanalyse findings from a recent study, showing that online advertiseme
Externí odkaz:
http://arxiv.org/abs/2109.05104
Autor:
Iliev, Rumen1 (AUTHOR) rumen.iliev@tri.global, M Bennis, Will2 (AUTHOR)
Publikováno v:
Journal of Happiness Studies. Jun2023, Vol. 24 Issue 5, p1643-1662. 20p. 2 Charts, 3 Graphs.
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2016 Dec 01. 113(49), E7871-E7879.
Externí odkaz:
https://www.jstor.org/stable/26472787
Autor:
Iliev, Rumen, Axelrod, Robert
Publikováno v:
Psychological Science, 2016 May 01. 27(5), 635-643.
Externí odkaz:
http://www.jstor.org/stable/24763462
Autor:
Iliev, Rumen, Filipowicz, Alexandre L. S., Sumner, Emily Sarah, Chen, Francine, Arechiga, Nikos, Carter, Scott, Harinen, Totte, Sieck, Kate A, Wu, Charlene C.
Publikováno v:
Proceedings of the Annual Meeting of the Cognitive Science Society, vol 45, iss 45
Recently Milkman et al. (2021) reported that heterogeneity of outcomes is extremely difficult to predict in advance and that behavioral experts, despite their educational background or their extensive applied research experience, might not be better
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______325::e5837c7a17882cb3f35fa3facd0098ce
https://escholarship.org/uc/item/6m56p584
https://escholarship.org/uc/item/6m56p584