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Federated Learning Workshops

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FL@FM-ICME 2024 : International Workshop on Federated Learning and Foundation Models for Multi-Media

 Niagara Falls, ON, Canada
When: Jul 15, 2024 - Jul 19, 2024 Submission Deadline: Mar 23, 2024
[Call for Papers] • Foundation models (FMs) are typically associated with large language models (LLMs), like ChatGPT, and are characterized by their scale and broad applicability. While these m...
ARTIFICIAL INTELLIGENCE   MACHINE LEARNING   FEDERATED LEARNING   FOUNDATION MODELS  

FL@FM-TheWebConf 2024 : International Workshop on Federated Foundation Models for the Web 2024

 Singapore
When: May 14, 2024 - May 14, 2024 Submission Deadline: Feb 5, 2024
[Call for Papers] • Foundation models (FMs) are typically associated with large language models (LLMs), like ChatGPT, and are characterized by their scale and broad applicability. While these m...
ARTIFICIAL INTELLIGENCE   MACHINE LEARNING   FEDERATED LEARNING   FOUNDATION MODELS  



FL@FM-NeurIPS 2023 : International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023

 New Orleans, LA, USA
When: Dec 16, 2023 - Dec 16, 2023 Submission Deadline: Oct 2, 2023
[Call for Papers] • Training machine learning models in a centralized fashion often faces significant challenges due to regulatory and privacy concerns in real-world use cases. These include di...
ARTIFICIAL INTELLIGENCE   MACHINE LEARNING   FEDERATED LEARNING   FOUNDATION MODELS  

FedMedW 2023 : Workshop on Federated Learning in Medical Imaging and Vision in conjunction with International Conference on IMAGE ANALYSIS AND PROCESSING

 Udine
When: Sep 11, 2023 - Sep 15, 2023 Submission Deadline: Jun 30, 2023
--- Call for papers - Apologies for multiple posting --- • 1st Workshop on Federated Learning in Medical Imaging and Vision • Held in conjunction with the “22nd International Conference...
ARTIFICIAL INTELLIGENCE   FEDERATED LEARNING   MEDICAL IMAGING  

FL4Data-Mining@KDD 2023 : International Workshop on Federated Learning for Distributed Data Mining @ ACM SIGKDD

 Long Beach, California
When: Aug 6, 2023 - Aug 10, 2023 Submission Deadline: May 30, 2023
By hosting this workshop at SIGKDD, we hope to promote the development of federated learning as a scientific field and encourage data mining researchers and practitioners to collaborate on this impor...
DATA MINING   FEDERATED LEARNING   DISTRIBUTED LEARNING   MACHINE LEARNING  

FL-IJCAI 2022 : International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22)

 Vienna, Austria
When: Jul 23, 2022 - Jul 25, 2022 Submission Deadline: May 23, 2022
[Call for Papers] • Federated Learning (FL), a learning paradigm that enables collaborative training of machine learning models in which data reside and remain in distributed data silos during ...
ARTIFICIAL INTELLIGENCE   MACHINE LEARNING   FEDERATED LEARNING   TRUSTWORTHY COMPUTING  

FL-ICML 2020 : International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2020

 Vienna, Austria
When: Jul 17, 2020 - Jul 18, 2020 Submission Deadline: May 17, 2020
Training machine learning models in a centralized fashion often faces significant challenges due to regulatory and privacy concerns in real-world use cases. These include distributed training data, co...
ARTIFICIAL INTELLIGENCE   MACHINE LEARNING   DATA PRIVACY  

FL-IJCAI'20 : International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with IJCAI 2020

 Pacifico Yokohama, Yokohama, Japan
When: Jul 13, 2020 - Jul 13, 2020 Submission Deadline: Apr 26, 2020
Privacy and security are becoming a key concern in our digital age. Companies and organizations are collecting a wealth of data on a daily basis. Data owners have to be very cautious while exploiting ...
ARTIFICIAL INTELLIGENCE   MACHINE LEARNING  

FL - NeurIPS 2019 : The 2nd International Workshop on Federated Learning for Data Privacy and Confidentiality (in Conjunction with NeurIPS 2019)

 Vancouver, BC, Canada
When: Dec 13, 2019 - Dec 14, 2019 Submission Deadline: Sep 9, 2019
Overview • Privacy and security are becoming major concerns in recent years, particularly as companies and organizations are collecting increasingly detailed information about their products and...
MACHINE LEARNING   ARTIFICIAL INTELLIGENCE   FEDERATED LEARNING   DATA PRIVACY  

FL - IJCAI 2019 : The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality

 Macau
When: Aug 12, 2019 - Aug 12, 2019 Submission Deadline: May 26, 2019
Privacy and security are becoming a key concern in our digital age. Companies and organizations are collecting a wealth of data on a daily basis. Data owners have to be very cautious while unlocking t...
MACHINE LEARNING   ARTIFICIAL INTELLIGENCE   FEDERATED LEARNING   DATA PRIVACY  




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