Search Results for author: Tuan-Anh Nguyen

Found 5 papers, 3 papers with code

Handling Delayed Feedback in Distributed Online Optimization : A Projection-Free Approach

1 code implementation3 Feb 2024 Tuan-Anh Nguyen, Nguyen Kim Thang, Denis Trystram

Learning at the edges has become increasingly important as large quantities of data are continually generated locally.

Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training

1 code implementation8 Jan 2024 Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, Vu Tien Hoang, Dung D. Le, Kok-Seng Wong

Federated Recommendation (FedRec) systems have emerged as a solution to safeguard users' data in response to growing regulatory concerns.

Specificity

One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization

no code implementations30 Oct 2022 Tuan-Anh Nguyen, Nguyen Kim Thang, Denis Trystram

Decentralized learning has been studied intensively in recent years motivated by its wide applications in the context of federated learning.

Federated Learning

Online Decentralized Frank-Wolfe: From theoretical bound to applications in smart-building

no code implementations31 Jul 2022 Angan Mitra, Nguyen Kim Thang, Tuan-Anh Nguyen, Denis Trystram, Paul Youssef

The design of decentralized learning algorithms is important in the fast-growing world in which data are distributed over participants with limited local computation resources and communication.

NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit

1 code implementation IJCNLP 2017 Thai-Hoang Pham, Xuan-Khoai Pham, Tuan-Anh Nguyen, Phuong Le-Hong

This paper demonstrates neural network-based toolkit namely NNVLP for essential Vietnamese language processing tasks including part-of-speech (POS) tagging, chunking, named entity recognition (NER).

Chunking named-entity-recognition +6

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