conftrace_

parameter clustering

6 papers

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Co-occurring keywords · papers mentioning both

low-rank adaptation (2) federated learning (2) fused lasso (1) graphical model (1) parameter-efficient fine-tuning (1) training dynamics (1) task adaptation (1) heterogeneous parameter (1) multilingual neural machine translation (1) adapter module (1)

Papers

Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025 Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering ICLR 2025 Enhancing Neural Training via a Correlated Dynamics Model ICLR 2024 Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter ACL 2023 Fused Lasso Approach in Regression Coefficients Clustering -- Learning Parameter Heterogeneity in Data Integration JMLR 2016 Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NeurIPS 2013