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150 Results
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Workshop
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Sun 16:30 |
How rare events shape the learning curves of hierarchical data Hyunmo Kang · Francesco Cagnetta · Matthieu Wyart |
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Poster
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Fri 16:30 |
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations Ziyao Wang · Zheyu Shen · Yexiao He · Guoheng Sun · Hongyi Wang · Lingjuan Lyu · Ang Li |
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Poster
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Wed 16:30 |
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction Feijie Wu · Xingchen Wang · Yaqing Wang · Tianci Liu · Lu Su · Jing Gao |
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Workshop
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Sun 12:00 |
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML Siddhant Dutta · Pavana Karanth · Pedro Maciel Xavier · Iago de Freitas · Nouhaila Innan · Sadok Ben Yahia · Muhammad Shafique · David Bernal Neira |
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Workshop
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Hot Pluggable Federated Learning Lei SHEN · Zhenheng Tang · Lijun Wu · Yonggang Zhang · Xiaowen Chu · Tao Qin · Bo Han |
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Poster
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Wed 11:00 |
(FL)2: Overcoming Few Labels in Federated Semi-Supervised Learning Seungjoo Lee · Thanh-Long V. Le · Jaemin Shin · Sung-Ju Lee |
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Workshop
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The SynapticCity Phenomenon: When All Foundation Models Marry Federated Learning and Blockchain Sergio Zaera Mata · Roberto Gómez-Espinosa Martín |
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Workshop
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Variational Inference in Similarity Spaces: A Bayesian Approach to Personalized Federated Learning Pedro Henrique Barros · Fabricio Murai · Amir Houmansadr · Alejandro C. Frery · Heitor Filho |
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Affinity Event
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Health Prediction: A Comprehensive IoT-Driven Health Monitoring System with Machine Learning Analysis and XAI Insights Marcelo da Silva · Caio Marques Silva · Suane da Silva · Elizângela de Souza Rebouças · Caio Cunha · Cilis Benevides · Roger Sarmento · Houbing Song · Pedro Pedrosa Rebouças Filho |
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Workshop
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FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator Sunny Kumar Gupta · Amit Sethi |
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Workshop
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Simple and Scalable Federated Learning with Uncertainty via Improved Variational Online Newton Shivam Pal · Aishwarya Gupta · Saqib Sarwar · Piyush Rai |
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Workshop
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Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models Konstantin Donhauser · Gemma Moran · Aditya Ravuri · Kian Kenyon-Dean · Kristina Ulicna · Cian Eastwood · Jason Hartford |