Neural Information Processing Systems Foundation, Inc. (NeurIPS)

  • Federated Learning with Client Subsampling, Data Heterogeneity, and Unbounded Smoothness: A New Algorithm and Lower Bounds

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning with Client Subsampling, Data Heterogeneity, and Unbounded Smoothness: A New Algorithm and Lower Bounds

    Michael Crawshaw, Yajie Bao, Mingrui Liu p6467-6508 from Advances in Neural Information Processing Systems 36
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  • Federated Learning with Manifold Regularization and Normalized Update Reaggregation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning with Manifold Regularization and Normalized Update Reaggregation

    Xuming An, Li Shen, Han Hu, Yong Luo p55097-55109 from Advances in Neural Information Processing Systems 36
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  • Federated Linear Bandits with Finite Adversarial Actions

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Linear Bandits with Finite Adversarial Actions

    Li Fan, Ruida Zhou, Chao Tian, Cong Shen p62549-62560 from Advances in Neural Information Processing Systems 36
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  • Federated Model Heterogeneous Matryoshka Representation Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Model Heterogeneous Matryoshka Representation Learning

    Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li p66431-66454 from Advances in Neural Information Processing Systems 37
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  • Federated Multi-Objective Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Multi-Objective Learning

    Haibo Yang, Zhuqing Liu, Jia Liu, Chaosheng Dong, Michinari Momma p39602-39625 from Advances in Neural Information Processing Systems 36
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  • Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning

    Tong Yang, Shicong Cen, Yuting Wei, Yuxin Chen, Yuejie Chi p121304-121375 from Advances in Neural Information Processing Systems 37
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  • Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups

    Fengyu Gao, Ruiquan Huang, Jing Yang p125547-125587 from Advances in Neural Information Processing Systems 37
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  • Federated Spectral Clustering via Secure Similarity Reconstruction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Spectral Clustering via Secure Similarity Reconstruction

    Dong Qiao, Chris Ding, Jicong Fan p58520-58555 from Advances in Neural Information Processing Systems 36
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  • Federated Submodel Optimization for Hot and Cold Data Features

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Submodel Optimization for Hot and Cold Data Features

    Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Yanghe Feng, Guihai Chen p1-13 from Advances in Neural Information Processing Systems 35
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  • Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data

    Zhaomin Wu, Junyi Hou, Yiqun Diao, Bingsheng He p45791-45818 from Advances in Neural Information Processing Systems 37
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  • FedFed: Feature Distillation against Data Heterogeneity in Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedFed: Feature Distillation against Data Heterogeneity in Federated Learning

    Zhiqin Yang, Yonggang Zhang, Yu Zheng, Xinmei Tian, Hao Peng, Tongliang Liu, Bo Han p60397-60428 from Advances in Neural Information Processing Systems 36
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  • FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning

    Jinyuan Jia, Zhuowen Yuan, Dinuka Sahabandu, Luyao Niu, Arezoo Rajabi, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran p53090-53111 from Advances in Neural Information Processing Systems 36
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  • FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks

    Yuhang Yao, Weizhao Jin, Srivatsan Ravi, Carlee Joe-Wong p79748-79760 from Advances in Neural Information Processing Systems 36
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  • FedGMark: Certifiably Robust Watermarking for Federated Graph Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGMark: Certifiably Robust Watermarking for Federated Graph Learning

    Yuxin Yang, Qiang Li, Yuan Hong, Binghui Wang p48971-48995 from Advances in Neural Information Processing Systems 37
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  • FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation

    Jianqiao Zhang, Caifeng Shan, Jungong Han p118326-118356 from Advances in Neural Information Processing Systems 37
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  • FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning

    Evelyn Ma, Chao Pan, Rasoul Etesami, Han Zhao, Olgica Milenkovic p39074-39103 from Advances in Neural Information Processing Systems 37
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  • FedL2P: Federated Learning to Personalize

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedL2P: Federated Learning to Personalize

    Royson Lee, Minyoung Kim, Da Li, Xinchi Qiu, Timothy Hospedales, Ferenc Huszar, Nicholas Lane p14818-14836 from Advances in Neural Information Processing Systems 36
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  • FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models

    Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen p111106-111130 from Advances in Neural Information Processing Systems 37
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  • FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation

    Xiang Liu, Liangxi Liu, Feiyang Ye, Yunheng Shen, Xia Li, Linshan Jiang, Jialin Li p81510-81548 from Advances in Neural Information Processing Systems 37
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  • FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection

    Jiaqi Wang, Xiaochen Wang, Lingjuan Lyu, Jinghui Chen, Fenglong Ma p1082-1116 from Advances in Neural Information Processing Systems 37
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  • FedNAR: Federated Optimization with Normalized Annealing Regularization

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedNAR: Federated Optimization with Normalized Annealing Regularization

    Junbo Li, Ang Li, Chong Tian, Qirong Ho, Eric Xing, Hongyi Wang p74753-74763 from Advances in Neural Information Processing Systems 36
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  • FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction

    Ziwei Li, Xiaoqi Wang, Hong-You Chen, Han-Wei Shen, Wei-Lun Chao p133948-133974 from Advances in Neural Information Processing Systems 37
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  • FedPop: A Bayesian Approach for Personalised Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedPop: A Bayesian Approach for Personalised Federated Learning

    Nikita Kotelevskii, Maxime Vono, Alain Durmus, Eric Moulines p8687-8701 from Advances in Neural Information Processing Systems 35
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  • FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction

    Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang p29677-29690 from Advances in Neural Information Processing Systems 35
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