Search All 2022 Events
 

Results

<<   <   Page 1 of 3   >   >>
Poster
Tue 2:30 Divergence-aware Federated Self-Supervised Learning
Weiming Zhuang · Yonggang Wen · Shuai Zhang
Workshop
Provably Fair Federated Learning via Bounded Group Loss
Shengyuan Hu · Steven Wu · Virginia Smith
Poster
Tue 18:30 Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
Sheikh Shams Azam · Seyyedali Hosseinalipour · Qiang Qiu · Christopher Brinton
Poster
Wed 2:30 Minibatch vs Local SGD with Shuffling: Tight Convergence Bounds and Beyond
Chulhee Yun · Shashank Rajput · Suvrit Sra
Oral
Tue 2:00 Minibatch vs Local SGD with Shuffling: Tight Convergence Bounds and Beyond
Chulhee Yun · Shashank Rajput · Suvrit Sra
Workshop
Secure Aggregation for Privacy-Aware Federated Learning with Limited Resources
Irem Ergun · Hasin Us Sami · Basak Guler
Workshop
FedER: Communication-Efficient Byzantine-Robust Federated Learning
Yukun Jiang · Xiaoyu Cao · Hao Chen · Neil Gong
Poster
Wed 2:30 On-Policy Model Errors in Reinforcement Learning
Lukas Fröhlich · Maksym Lefarov · Melanie Zeilinger · Felix Berkenkamp
Poster
Wed 2:30 Case-based reasoning for better generalization in textual reinforcement learning
Mattia Atzeni · Shehzaad Dhuliawala · Keerthiram Murugesan · Mrinmaya Sachan
Poster
Thu 2:30 Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients
Nan Lu · Zhao Wang · Xiaoxiao Li · Gang Niu · Qi Dou · Masashi Sugiyama
Poster
Thu 18:30 Acceleration of Federated Learning with Alleviated Forgetting in Local Training
Chencheng Xu · Zhiwei Hong · Minlie Huang · Tao Jiang
Poster
Wed 10:30 Diverse Client Selection for Federated Learning via Submodular Maximization
Ravikumar Balakrishnan · Tian Li · Tianyi Zhou · Nageen Himayat · Virginia Smith · Jeff Bilmes