Worldwide Federated Training of Language Models
Iacob, Alex, Sani, Lorenzo, Marino, Bill, Aleksandrov, Preslav, Shen, William F, Lane, Nicholas Donald
Year of Publication 23.05.2024
Year of Publication 23.05.2024
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Journal Article
Attacks on Third-Party APIs of Large Language Models
Zhao, Wanru, Khazanchi, Vidit, Xing, Haodi, He, Xuanli, Xu, Qiongkai, Lane, Nicholas Donald
Year of Publication 24.04.2024
Year of Publication 24.04.2024
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Journal Article
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models
Zhao, Wanru, Du, Yaxin, Lane, Nicholas Donald, Chen, Siheng, Wang, Yanfeng
Year of Publication 07.03.2024
Year of Publication 07.03.2024
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BLOX: Macro Neural Architecture Search Benchmark and Algorithms
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Year of Publication 13.10.2022
Year of Publication 13.10.2022
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Pollen: High-throughput Federated Learning Simulation via Resource-Aware Client Placement
Sani, Lorenzo, de Gusmão, Pedro Porto Buarque, Iacob, Alex, Zhao, Wanru, Qiu, Xinchi, Gao, Yan, Fernandez-Marques, Javier, Lane, Nicholas Donald
Year of Publication 30.06.2023
Year of Publication 30.06.2023
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Journal Article
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
Qiu, Xinchi, Fernandez-Marques, Javier, Gusmao, Pedro PB, Gao, Yan, Parcollet, Titouan, Lane, Nicholas Donald
Year of Publication 04.08.2022
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Journal Article
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients
Alizadeh, Milad, Tailor, Shyam A, Zintgraf, Luisa M, van Amersfoort, Joost, Farquhar, Sebastian, Lane, Nicholas Donald, Gal, Yarin
Year of Publication 16.02.2022
Year of Publication 16.02.2022
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Journal Article
Worldwide Federated Training of Language Models
Iacob, Alex, Sani, Lorenzo, Marino, Bill, Aleksandrov, Preslav, Lane, Nicholas Donald
Published in arXiv.org (23.05.2024)
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Published in arXiv.org (23.05.2024)
Paper
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models
Zhao, Wanru, Du, Yaxin, Lane, Nicholas Donald, Chen, Siheng, Wang, Yanfeng
Published in arXiv.org (07.03.2024)
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Published in arXiv.org (07.03.2024)
Paper
METHOD AND APPARATUS FOR REAL-TIME SOUND ENHANCEMENT
VIPPERLA, Ravichander, PURVES, Carlos, RAMOS, Alberto Gil, MEHROTRA, Abhinvav, LANE, Nicholas Donald Atkins, BHATTACHARYA, Sourav, ISHTIAQ, Syed Samin
Year of Publication 21.09.2023
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Year of Publication 21.09.2023
Patent
METHOD AND APPARATUS FOR ANALYZING NEURAL NETWORK PERFORMANCE
LEE, Royson, DUDZIAK, Lukasz, CHAU, Chun Pong, LANE, Nicholas Donald Atkins, ABDELFATTAH, Mohamed S, KIM, Hyeji
Year of Publication 07.04.2022
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Year of Publication 07.04.2022
Patent
METHOD AND APPARATUS FOR ANALYZING NEURAL NETWORK PERFORMANCE
LEE, Royson, DUDZIAK, Lukasz, CHAU, Chun Pong, LANE, Nicholas Donald Atkins, ABDELFATTAH, Mohamed S, KIM, Hyeji
Year of Publication 31.03.2022
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Year of Publication 31.03.2022
Patent
METHOD AND APPARATUS FOR ANALYSING NEURAL NETWORK PERFORMANCE
Chau, Chun Pong, Kim, Hyeji, Lee, Royson, Abdelfattah, Mohamed S, Dudziak, Lukasz, Lane, Nicholas Donald Atkins
Year of Publication 30.03.2022
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Year of Publication 30.03.2022
Patent