Zobrazeno 1 - 10
of 148
pro vyhledávání: '"Haldar, Malay"'
Autor:
Haldar, Malay, Zhang, Hongwei, Bellare, Kedar, Chen, Sherry, Banerjee, Soumyadip, Wang, Xiaotang, Abdool, Mustafa, Gao, Huiji, Tapadia, Pavan, He, Liwei, Katariya, Sanjeev
As a two-sided marketplace, Airbnb brings together hosts who own listings for rent with prospective guests from around the globe. Results from a guest's search for listings are displayed primarily through two interfaces: (1) as a list of rectangular
Externí odkaz:
http://arxiv.org/abs/2407.00091
Autor:
Tan, Chun How, Chan, Austin, Haldar, Malay, Tang, Jie, Liu, Xin, Abdool, Mustafa, Gao, Huiji, He, Liwei, Katariya, Sanjeev
At Airbnb, an online marketplace for stays and experiences, guests often spend weeks exploring and comparing multiple items before making a final reservation request. Each reservation request may then potentially be rejected or cancelled by the host
Externí odkaz:
http://arxiv.org/abs/2305.18431
Airbnb is a two-sided marketplace, bringing together hosts who own listings for rent, with prospective guests from around the globe. Applying neural network-based learning to rank techniques has led to significant improvements in matching guests with
Externí odkaz:
http://arxiv.org/abs/2210.07774
Autor:
Abdool, Mustafa, Haldar, Malay, Ramanathan, Prashant, Sax, Tyler, Zhang, Lanbo, Mansawala, Aamir, Yang, Shulin, Legrand, Thomas
One of the long-standing questions in search systems is the role of diversity in results. From a product perspective, showing diverse results provides the user with more choice and should lead to an improved experience. However, this intuition is at
Externí odkaz:
http://arxiv.org/abs/2004.02621
Autor:
Haldar, Malay, Abdool, Mustafa, Ramanathan, Prashant, Sax, Tyler, Zhang, Lanbo, Mansawala, Aamir, Yang, Shulin, Turnbull, Bradley, Liao, Junshuo
The application of deep learning to search ranking was one of the most impactful product improvements at Airbnb. But what comes next after you launch a deep learning model? In this paper we describe the journey beyond, discussing what we refer to as
Externí odkaz:
http://arxiv.org/abs/2002.05515
Akademický článek
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Autor:
Haldar, Malay, Abdool, Mustafa, Ramanathan, Prashant, Xu, Tao, Yang, Shulin, Duan, Huizhong, Zhang, Qing, Barrow-Williams, Nick, Turnbull, Bradley C., Collins, Brendan M., Legrand, Thomas
The application to search ranking is one of the biggest machine learning success stories at Airbnb. Much of the initial gains were driven by a gradient boosted decision tree model. The gains, however, plateaued over time. This paper discusses the wor
Externí odkaz:
http://arxiv.org/abs/1810.09591
Akademický článek
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Autor:
Wisdom, Amy J., Hong, Cierra S., Lin, Alexander J., Xiang, Yu, Cooper, Daniel E., Zhang, Jin, Xu, Eric S., Kuo, Hsuan-Cheng, Mowery, Yvonne M., Carpenter, David J., Kadakia, Kushal T., Himes, Jonathon E., Luo, Lixia, Ma, Yan, Williams, Nerissa, Cardona, Diana M., Haldar, Malay, Diao, Yarui, Markovina, Stephanie, Schwarz, Julie K., Kirsch, David G.
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2019 Sep 01. 116(37), 18584-18589.
Externí odkaz:
https://www.jstor.org/stable/26851947
Autor:
Devalaraja, Samir, To, Tsun Ki Jerrick, Folkert, Ian W., Natesan, Ramakrishnan, Alam, Md Zahidul, Li, Minghong, Tada, Yuma, Budagyan, Konstantin, Dang, Mai T., Zhai, Li, Lobel, Graham P., Ciotti, Gabrielle E., Eisinger-Mathason, T.S. Karin, Asangani, Irfan A., Weber, Kristy, Simon, M. Celeste, Haldar, Malay
Publikováno v:
In Cell 19 March 2020 180(6):1098-1114