conftrace_

parameter clustering

4 papers

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Co-occurring keywords

fused lasso (16) graphical model (864) parameter-efficient fine-tuning (736) low-rank adaptation (560) task adaptation (85) heterogeneous parameter (1) multilingual neural machine translation (108) adapter module (90) knowledge aggregation (25) parameter efficient fine tuning (13)

Papers

Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025

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 NIPS 2013