AI PhD @ EPFL
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CERT-Lab/lora-sb
CERT-Lab/lora-sb PublicInitialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning
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CERT-Lab/fedex-lora
CERT-Lab/fedex-lora Public(ACL '25 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models
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CERT-Lab/fed-sb
CERT-Lab/fed-sb Public(TMLR J2C Certification) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
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CERT-Lab/abba
CERT-Lab/abba Public(ICLR '26) ABBA-Adapters: Efficient and Expressive Fine-Tuning of Foundation Models
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