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2003.00295
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Adaptive Federated Optimization
29 February 2020
Sashank J. Reddi
Zachary B. Charles
Manzil Zaheer
Zachary Garrett
Keith Rush
Jakub Konecný
Sanjiv Kumar
H. B. McMahan
FedML
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Papers citing
"Adaptive Federated Optimization"
50 / 815 papers shown
Title
DELTA: Diverse Client Sampling for Fasting Federated Learning
Lung-Chuang Wang
Yongxin Guo
Tao R. Lin
Xiaoying Tang
FedML
117
26
0
27 May 2022
Federated Semi-Supervised Learning with Prototypical Networks
Woojun Kim
Keondo Park
Kihyuk Sohn
Raphael Shu
Hyung-Sin Kim
FedML
85
12
0
27 May 2022
AsyncFedED: Asynchronous Federated Learning with Euclidean Distance based Adaptive Weight Aggregation
Qiyuan Wang
Qianqian Yang
Shibo He
Zhiguo Shi
Jiming Chen
FedML
162
28
0
27 May 2022
Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation
Guanhua Ye
Tong Chen
Yawen Li
Li-zhen Cui
Quoc Viet Hung Nguyen
Hongzhi Yin
57
8
0
27 May 2022
FedAvg with Fine Tuning: Local Updates Lead to Representation Learning
Liam Collins
Hamed Hassani
Aryan Mokhtari
Sanjay Shakkottai
FedML
83
81
0
27 May 2022
Mixed Federated Learning: Joint Decentralized and Centralized Learning
S. Augenstein
Andrew Straiton Hard
Lin Ning
K. Singhal
Satyen Kale
Kurt Partridge
Rajiv Mathews
FedML
74
8
0
26 May 2022
FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction
Yongxin Guo
Xiaoying Tang
Tao R. Lin
FedML
92
28
0
26 May 2022
A Fair Federated Learning Framework With Reinforcement Learning
Yaqi Sun
Shijing Si
Jianzong Wang
Yuhan Dong
Z. Zhu
Jing Xiao
FedML
116
7
0
26 May 2022
QUIC-FL: Quick Unbiased Compression for Federated Learning
Ran Ben-Basat
S. Vargaftik
Amit Portnoy
Gil Einziger
Y. Ben-Itzhak
Michael Mitzenmacher
FedML
144
13
0
26 May 2022
Federated Split BERT for Heterogeneous Text Classification
Zhengyang Li
Shijing Si
Jianzong Wang
Jing Xiao
FedML
91
21
0
26 May 2022
Combating Client Dropout in Federated Learning via Friend Model Substitution
Heqiang Wang
Jie Xu
FedML
72
6
0
26 May 2022
Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking
Zhenxiao Zhang
Zhidong Gao
Yuanxiong Guo
Yanmin Gong
FedML
57
37
0
25 May 2022
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering
Ekdeep Singh Lubana
Chi Ian Tang
F. Kawsar
Robert P. Dick
Akhil Mathur
FedML
77
54
0
23 May 2022
Personalized Federated Learning with Server-Side Information
Jaehun Song
Min Hwan Oh
Hyung-Sin Kim
FedML
77
8
0
23 May 2022
Test-Time Robust Personalization for Federated Learning
Liang Jiang
Tao R. Lin
FedML
OOD
TTA
157
48
0
22 May 2022
Robust Quantity-Aware Aggregation for Federated Learning
Jingwei Yi
Fangzhao Wu
Huishuai Zhang
Bin Zhu
Tao Qi
Guangzhong Sun
Xing Xie
FedML
74
2
0
22 May 2022
FedAdapter: Efficient Federated Learning for Modern NLP
Dongqi Cai
Yaozong Wu
Shangguang Wang
F. Lin
Mengwei Xu
FedML
AI4CE
74
23
0
20 May 2022
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting
Thomas Borger
P. Mosteiro
Heysem Kaya
Emil Rijcken
A. A. Salah
Floortje E. Scheepers
Marco Spruit
FedML
140
23
0
17 May 2022
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints
Mónica Ribero
H. Vikalo
G. Veciana
FedML
76
46
0
13 May 2022
On Distributed Adaptive Optimization with Gradient Compression
Xiaoyun Li
Belhal Karimi
Ping Li
77
27
0
11 May 2022
Secure & Private Federated Neuroimaging
Dimitris Stripelis
Umang Gupta
Hamza Saleem
Nikhil J. Dhinagar
Tanmay Ghai
...
Greg Ver Steeg
Yu Yang
Muhammad Naveed
Paul M. Thompson
J. Ambite
FedML
OOD
71
2
0
11 May 2022
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks
Mingrui Liu
Zhenxun Zhuang
Yunwei Lei
Chunyang Liao
79
20
0
10 May 2022
Communication-Efficient Adaptive Federated Learning
Yujia Wang
Lu Lin
Jinghui Chen
FedML
92
75
0
05 May 2022
FedNest: Federated Bilevel, Minimax, and Compositional Optimization
Davoud Ataee Tarzanagh
Mingchen Li
Christos Thrampoulidis
Samet Oymak
FedML
120
75
0
04 May 2022
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling
Kiyoon Yoo
Nojun Kwak
SILM
AAML
FedML
70
21
0
29 Apr 2022
FedShuffle: Recipes for Better Use of Local Work in Federated Learning
Samuel Horváth
Maziar Sanjabi
Lin Xiao
Peter Richtárik
Michael G. Rabbat
FedML
92
21
0
27 Apr 2022
Understanding A Class of Decentralized and Federated Optimization Algorithms: A Multi-Rate Feedback Control Perspective
Xinwei Zhang
Mingyi Hong
N. Elia
FedML
73
3
0
27 Apr 2022
A review of Federated Learning in Intrusion Detection Systems for IoT
Aitor Belenguer
J. Navaridas
J. A. Pascual
92
16
0
26 Apr 2022
Federated Progressive Sparsification (Purge, Merge, Tune)+
Dimitris Stripelis
Umang Gupta
Greg Ver Steeg
J. Ambite
FedML
64
11
0
26 Apr 2022
One-shot Federated Learning without Server-side Training
Shangchao Su
Bin Li
Xiangyang Xue
FedML
66
28
0
26 Apr 2022
On Arbitrary Compression for Decentralized Consensus and Stochastic Optimization over Directed Networks
Taha Toghani
César A. Uribe
54
1
0
18 Apr 2022
Self-Aware Personalized Federated Learning
Huili Chen
Jie Ding
Eric W. Tramel
Shuang Wu
Anit Kumar Sahu
Salman Avestimehr
Tao Zhang
FedML
87
27
0
17 Apr 2022
DRFLM: Distributionally Robust Federated Learning with Inter-client Noise via Local Mixup
Bingzhe Wu
Zhipeng Liang
Yuxuan Han
Yatao Bian
P. Zhao
Junzhou Huang
OOD
FedML
31
3
0
16 Apr 2022
Production federated keyword spotting via distillation, filtering, and joint federated-centralized training
Andrew Straiton Hard
Kurt Partridge
Neng Chen
S. Augenstein
Aishanee Shah
...
Sara Ng
Jessica Nguyen
Ignacio López Moreno
Rajiv Mathews
F. Beaufays
FedML
87
14
0
11 Apr 2022
FedCorr: Multi-Stage Federated Learning for Label Noise Correction
Jingyi Xu
Zihan Chen
Tony Q.S. Quek
Kai Fong Ernest Chong
FedML
70
89
0
10 Apr 2022
Distributed Evolution Strategies for Black-box Stochastic Optimization
Xiaoyu He
Zibin Zheng
Chuan Chen
Yuren Zhou
Chuan Luo
Qingwei Lin
56
5
0
09 Apr 2022
Federated Learning with Partial Model Personalization
Krishna Pillutla
Kshitiz Malik
Abdel-rahman Mohamed
Michael G. Rabbat
Maziar Sanjabi
Lin Xiao
FedML
105
170
0
08 Apr 2022
FedCos: A Scene-adaptive Federated Optimization Enhancement for Performance Improvement
Hao Zhang
Tingting Wu
Siyao Cheng
Jie Liu
FedML
57
12
0
07 Apr 2022
DeFTA: A Plug-and-Play Decentralized Replacement for FedAvg
Yuhao Zhou
M. Shi
Yuxin Tian
Qing Ye
Jiancheng Lv
FedML
32
2
0
06 Apr 2022
CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning
Huy Q. Le
Minh N. H. Nguyen
Shashi Raj Pandey
Chaoning Zhang
Choong Seon Hong
FedML
80
10
0
04 Apr 2022
Scaling Language Model Size in Cross-Device Federated Learning
Jae Hun Ro
Theresa Breiner
Lara McConnaughey
Mingqing Chen
A. Suresh
Shankar Kumar
Rajiv Mathews
FedML
61
26
0
31 Mar 2022
Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination
Yiqun Mei
Pengfei Guo
Vishal M. Patel
CVBM
57
9
0
30 Mar 2022
Federated Named Entity Recognition
Joel Mathew
Dimitris Stripelis
J. Ambite
FedML
78
1
0
28 Mar 2022
FedVLN: Privacy-preserving Federated Vision-and-Language Navigation
Kaiwen Zhou
Xinze Wang
FedML
95
8
0
28 Mar 2022
Federated Learning with Position-Aware Neurons
Xin-Chun Li
Yi-Chu Xu
Shaoming Song
Bingshuai Li
Yinchuan Li
Yunfeng Shao
De-Chuan Zhan
FedML
105
34
0
28 Mar 2022
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks
Won Joon Yun
Yunseok Kwak
Hankyul Baek
Soyi Jung
Mingyue Ji
M. Bennis
Jihong Park
Joongheon Kim
80
17
0
26 Mar 2022
FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
Mirian Hipolito Garcia
Andre Manoel
Daniel Madrigal Diaz
Fatemehsadat Mireshghallah
Robert Sim
Dimitrios Dimitriadis
FedML
92
57
0
25 Mar 2022
Adaptive Aggregation For Federated Learning
K.R. Jayaram
Vinod Muthusamy
Gegi Thomas
Ashish Verma
Mark Purcell
FedML
95
18
0
23 Mar 2022
Improving Generalization in Federated Learning by Seeking Flat Minima
Debora Caldarola
Barbara Caputo
Marco Ciccone
FedML
103
112
0
22 Mar 2022
FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction
Liang Gao
Huazhu Fu
Li Li
Yingwen Chen
Minghua Xu
Chengzhong Xu
FedML
117
257
0
22 Mar 2022
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