Zobrazeno 1 - 10
of 37
pro vyhledávání: '"Ulrich Aïvodji"'
Publikováno v:
IEEE Transactions on Network and Service Management. 20:815-829
Publikováno v:
Machine Learning
Machine Learning, 2023, Special Issue on Safe and Fair Machine Learning, 112 (6), pp.2131-2192. ⟨10.1007/s10994-022-06191-y⟩
Machine Learning, 2023, Special Issue on Safe and Fair Machine Learning, 112 (6), pp.2131-2192. ⟨10.1007/s10994-022-06191-y⟩
International audience; Unwanted bias is a major concern in machine learning, raising in particular significant ethical issues when machine learning models are deployed within high-stakes decision systems. A common solution to mitigate it is to integ
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::caf487966f9bb81f01e523c27d152c5f
https://hal.science/hal-03709547/document
https://hal.science/hal-03709547/document
Publikováno v:
Algorithms, Vol 14, Iss 3, p 87 (2021)
The widespread use of automated decision processes in many areas of our society raises serious ethical issues with respect to the fairness of the process and the possible resulting discrimination. To solve this issue, we propose a novel adversarial t
Externí odkaz:
https://doaj.org/article/ae136bc2588847ec9f9fb691821f50b6
Publikováno v:
ACM International Conference on Information and Knowledge Management, Virtual Event
ACM International Conference on Information and Knowledge Management, Virtual Event, Nov 2021, Queensland, Australia. pp.4665-4669, ⟨10.1145/3459637.3481965⟩
CIKM
ACM International Conference on Information and Knowledge Management, Virtual Event, Nov 2021, Queensland, Australia. pp.4665-4669, ⟨10.1145/3459637.3481965⟩
CIKM
International audience; FairCORELS is an open-source Python module for building fair rule lists. It is a multi-objective variant of CORELS, a branch-and-bound algorithm to learn certifiably optimal rule lists. FairCORELS supports six statistical fair
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de26886acc217b610b9ec7cce3b679c0
https://hal.laas.fr/hal-03427276/file/2021_CIKM_DemoTrack_FairCORELS.pdf
https://hal.laas.fr/hal-03427276/file/2021_CIKM_DemoTrack_FairCORELS.pdf
Publikováno v:
Algorithms, Vol 14, Iss 87, p 87 (2021)
Algorithms
Volume 14
Issue 3
Algorithms
Volume 14
Issue 3
The widespread use of automated decision processes in many areas of our society raises serious ethical issues with respect to the fairness of the process and the possible resulting discrimination. To solve this issue, we propose a novel adversarial t
Publikováno v:
24th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN 2021)
24th Conference on Innovation in Clouds, Internet and Networks
24th Conference on Innovation in Clouds, Internet and Networks, Mar 2021, Paris (Virtual Conference), France. ⟨10.1109/ICIN51074.2021.9385546⟩
ICIN
24th Conference on Innovation in Clouds, Internet and Networks
24th Conference on Innovation in Clouds, Internet and Networks, Mar 2021, Paris (Virtual Conference), France. ⟨10.1109/ICIN51074.2021.9385546⟩
ICIN
Best Paper Award; International audience; Incast traffic is a many-to-one communication pattern used in many applications, including distributed storage, web-search with partition/aggregation design pattern, and MapReduce, commonly in data centers. I
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b2afe53868610fdfe858316a15448e8
https://hal.laas.fr/hal-03188914
https://hal.laas.fr/hal-03188914
Publikováno v:
IEEE Symposium on Security and Privacy Workshops
Slowly but steadily, the Internet of Things (IoT) is becoming more and more ubiquitous in our daily life. However, it also brings important security and privacy challenges along with it, especially in a sensitive context such as the smart home. In th
Publikováno v:
11th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec)
11th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec), Jun 2018, Stockholm, Sweden. pp.40-50, ⟨10.1145/3212480.3212483⟩
Proceedings of the 11th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec), pp. 40-50
WISEC
11th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec), Jun 2018, Stockholm, Sweden. pp.40-50, ⟨10.1145/3212480.3212483⟩
Proceedings of the 11th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec), pp. 40-50
WISEC
International audience; Ridesharing, in which drivers offer to share their rides, allows reduction of travel costs for both drivers and riders; such practice is increasingly popular. Modern ridesharing systems, enhanced with location-based features,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5b4e38791ae281865390c5199038118c
https://hal.archives-ouvertes.fr/hal-01762436/document
https://hal.archives-ouvertes.fr/hal-01762436/document
Publikováno v:
Transportation research. Part C, Emerging technologies
Transportation research. Part C, Emerging technologies, Elsevier, 2016, 72, pp.239-253. ⟨10.1016/j.trc.2016.09.017⟩
Transportation research. Part C, Emerging technologies, 2016, 72, pp.239-253. ⟨10.1016/j.trc.2016.09.017⟩
Transportation research. Part C, Emerging technologies, Elsevier, 2016, 72, pp.239-253. ⟨10.1016/j.trc.2016.09.017⟩
Transportation research. Part C, Emerging technologies, 2016, 72, pp.239-253. ⟨10.1016/j.trc.2016.09.017⟩
International audience; Nowadays, problems of congestion in urban areas due to the massive usage of cars, last-minute travel needs and progress in information and communication technologies have fostered the rise of new transportation modes such as r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b1ae61917075a9ecf05febec230a85a2
https://hal.archives-ouvertes.fr/hal-01380170
https://hal.archives-ouvertes.fr/hal-01380170
Autor:
Verma, Sahil1 (AUTHOR) vsahil@cs.washington.edu, Boonsanong, Varich1 (AUTHOR) varicb@cs.washington.edu, Hoang, Minh1 (AUTHOR) minh257@cs.washington.edu, Hines, Keegan2 (AUTHOR) keegan.hines@gmail.com, Dickerson, John2 (AUTHOR) john@arthur.ai, Shah, Chirag3 (AUTHOR) chirags@uw.edu
Publikováno v:
ACM Computing Surveys. Dec2024, Vol. 56 Issue 12, p1-42. 42p.