상세 보기
자료 필터
자료유형
발행연도
2018 ~ 2026
2018 2026
키워드
언어
선택된 필터
- article
- book
전체 25건 중 11번부터 20번까지의 결과를 표시합니다.
2024
Article
Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training
- Lee, Sunwoo ;
- Zhang, Tuo ;
- Prakash, Saurav ;
- Niu, Yue ;
- Avestimehr, Salman
- 2024-12
- IEEE Transactions on Mobile Computing
- Institute of Electrical and Electronics Engineers
Article
Layer-wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning
- 2024
- PROCEEDINGS OF THE 30TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2024
- ASSOC COMPUTING MACHINERY
2023
Article
Partial model averaging in Federated Learning: Performance guarantees and benefits
- Lee, Sunwoo ;
- Sahu, Anit Kumar ;
- He, Chaoyang ;
- Avestimehr, Salman
- 2023-11-01
- Neurocomputing
- Elsevier BV
Article
Achieving small-batch accuracy with large-batch scalability via Hessian-aware learning rate adjustment
- Lee, Sunwoo ;
- He, Chaoyang ;
- Avestimehr, Salman
- 2023-01
- Neural Networks
- Pergamon Press Ltd.
Article
FedAudio: A Federated Learning Benchmark for Audio Tasks
- Zhang, Tuo ;
- Feng, Tiantian ;
- Alam, Samiul ;
- Zhang, Mi ;
- Narayanan, Shrikanth S. ;
- ... Lee, Sunwoo ;
- 외 1명
- 2023
- ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
- Institute of Electrical and Electronics Engineers Inc.
Article
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization
- Niu, Yue ;
- Fabian, Zalan ;
- Lee, Sunwoo ;
- Soltanolkotabi, Mahdi ;
- Avestimehr, Salman
- 2023
- Transactions on Machine Learning Research (TMLR)
- OpenReview.net
Article
Overcoming Resource Constraints in Federated Learning: Large Models Can Be Trained with only Weak Clients
- Niu, Yue ;
- Prakash, Saurav ;
- Kundu, Souvik ;
- Lee, Sunwoo ;
- Avestimehr, Salman
- 2023
- Transactions on Machine Learning Research (TMLR)
- OpenReview.net
Article
TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training
- Zhang, Tuo ;
- Gao, Lei ;
- Lee, Sunwoo ;
- Zhang, Mi ;
- Avestimehr, Salman
- 2023
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
- IEEE
Article
Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning
- Lee, Sunwoo ;
- Zhang, Tuo ;
- Avestimehr, Salman
- 2023
- Proceedings of the AAAI Conference on Artificial Intelligence
- Association for the Advancement of Artificial Intelligence
2022
Article
Variance-aware weight quantization of multi-level resistive switching devices based on Pt/LaAlO3/SrTiO3 heterostructures
- Lee, Sunwoo ;
- Jeon, Jaeyoung ;
- Eom, Kitae ;
- Jeong, Chaehwa ;
- Yang, Yongsoo ;
- 외 3명
- 2022-05-31
- Scientific Reports
- Nature Publishing Group