Federated Learning One World Seminar

FLOW Seminar #95: Chandra Thapa (CSIRO Data61) Combining federated learning and split learning 53:21
FLOW Seminar #95: Chandra Thapa (CSIRO Data61) Combining federated learning and split learning Federated Learning One World Seminar 500 1 год назад
FLOW Seminar #43: Hongyi Wang (Un. of Wisconsin - Madison) On the efficiency and robustness of FL 59:04
FLOW Seminar #43: Hongyi Wang (Un. of Wisconsin - Madison) On the efficiency and robustness of FL Federated Learning One World Seminar 319 3 года назад
FLOW Seminar #112: Eduard Gorbunov (MBZUAI) Variance Reduction for Byzantine-Robust Optimization 58:10
FLOW Seminar #112: Eduard Gorbunov (MBZUAI) Variance Reduction for Byzantine-Robust Optimization Federated Learning One World Seminar 223 8 месяцев назад
FLOW Seminar #120: Nic Lane (Cambridge, Flower Labs) The Future of LLMs is Federated 1:12:05
FLOW Seminar #120: Nic Lane (Cambridge, Flower Labs) The Future of LLMs is Federated Federated Learning One World Seminar 175 2 недели назад
FLOW Seminar #115: Mariel Werner (Berkeley) Provably Personalized and Robust Federated Learning 47:23
FLOW Seminar #115: Mariel Werner (Berkeley) Provably Personalized and Robust Federated Learning Federated Learning One World Seminar 55 2 месяца назад
Introduction to Federated Learning | DataHour | Analytics Vidhya 45:47
Introduction to Federated Learning | DataHour | Analytics Vidhya Analytics Vidhya 3,536 2 года назад
TensorFlow Federated Tutorial Session 3:13:49
TensorFlow Federated Tutorial Session Google TechTalks 29,423 3 года назад
Federated Learning with Azure Machine Learning 26:06
Federated Learning with Azure Machine Learning Microsoft Developer 2,421 1 год назад
Federated Learning: Machine Learning on Decentralized Data (Google I/O'19) 41:11
Federated Learning: Machine Learning on Decentralized Data (Google I/O'19) TensorFlow 62,805 5 лет назад
Federated learning with TensorFlow Federated (TF World '19) 44:44
Federated learning with TensorFlow Federated (TF World '19) TensorFlow 16,674 4 года назад
Federated Learning with TensorFlow Federated 28:23
Federated Learning with TensorFlow Federated Manceps — AI for Every Enterprise on Earth 11,299 4 года назад
FLOW Seminar #99: Berivan Isik (Stanford) Sparse Random Networks for Communication-Efficient FL 1:00:39
FLOW Seminar #99: Berivan Isik (Stanford) Sparse Random Networks for Communication-Efficient FL Federated Learning One World Seminar 756 1 год назад
Federated Learning with TensorFlow: Load Decentralized MNIST Dataset | packtpub.com 11:07
Federated Learning with TensorFlow: Load Decentralized MNIST Dataset | packtpub.com Packt 6,445 5 лет назад
Flower: A Friendly Federated Learning Framework 20:25
Flower: A Friendly Federated Learning Framework Google TechTalks 6,372 3 года назад
Federated Learning Tutorial 10:08
Federated Learning Tutorial Skowster the Geek 2,393 5 лет назад
Peter Richtarik - The Resolution of a Question Related to Local Training in Federated Learning 1:04:35
Peter Richtarik - The Resolution of a Question Related to Local Training in Federated Learning One world theoretical machine learning 433 2 года назад
FLOW Seminar #1: Ahmed Khaled (Cairo University), On the convergence of Local SGD 1:00:00
FLOW Seminar #1: Ahmed Khaled (Cairo University), On the convergence of Local SGD Federated Learning One World Seminar 1,316 4 года назад
FLOW Seminar #23: Nicholas Lane (Cambridge) Flower: A Friendly Federated Learning Research Framework 51:39
FLOW Seminar #23: Nicholas Lane (Cambridge) Flower: A Friendly Federated Learning Research Framework Federated Learning One World Seminar 1,631 3 года назад
FLOW Seminar #7: Alireza Fallah (MIT) Personalized Federated Learning with Theoretical Guarantees 1:11:45
FLOW Seminar #7: Alireza Fallah (MIT) Personalized Federated Learning with Theoretical Guarantees Federated Learning One World Seminar 2,724 4 года назад
FLOW Seminar #89: Holger Roth (NVIDIA) Federated Learning for Medical Image Analysis 1:15:06
FLOW Seminar #89: Holger Roth (NVIDIA) Federated Learning for Medical Image Analysis Federated Learning One World Seminar 226 1 год назад
FLOW Seminar #81: Liam Collins (UT Austin) Representation Learning in Federated Learning 54:23
FLOW Seminar #81: Liam Collins (UT Austin) Representation Learning in Federated Learning Federated Learning One World Seminar 158 2 года назад
FLOW Seminar #40: Peter Richtárik (KAUST) Beyond Local and Gradient Methods for Federated Learning 1:20:07
FLOW Seminar #40: Peter Richtárik (KAUST) Beyond Local and Gradient Methods for Federated Learning Federated Learning One World Seminar 586 3 года назад
FLOW Seminar #57: Eduard Gorbunov (MIPT) Secure Distributed Training at Scale 1:14:20
FLOW Seminar #57: Eduard Gorbunov (MIPT) Secure Distributed Training at Scale Federated Learning One World Seminar 191 3 года назад
FLOW Seminar #93: Maxime Vono (Criteo AI) A Bayesian Approach for Personalised Federated Learning 1:03:37
FLOW Seminar #93: Maxime Vono (Criteo AI) A Bayesian Approach for Personalised Federated Learning Federated Learning One World Seminar 170 1 год назад
FLOW Seminar #32: Hamed Hassani (UPenn) Systems Heterogeneity in Federated Learning 1:07:10
FLOW Seminar #32: Hamed Hassani (UPenn) Systems Heterogeneity in Federated Learning Federated Learning One World Seminar 534 3 года назад
FLOW Seminar #75: Zheng Xu (Google Research) Federated Learning with Practical Constraints 1:03:17
FLOW Seminar #75: Zheng Xu (Google Research) Federated Learning with Practical Constraints Federated Learning One World Seminar 430 2 года назад
FLOW Seminar #103: Jianyu Wang (Apple) On the Unreasonable Effectiveness of Federated Averaging 45:12
FLOW Seminar #103: Jianyu Wang (Apple) On the Unreasonable Effectiveness of Federated Averaging Federated Learning One World Seminar 249 1 год назад
FLOW Seminar #79: Anastasia Koloskova (EPFL) Sharper Convergence Guarantees for Asynchronous SGD 47:29
FLOW Seminar #79: Anastasia Koloskova (EPFL) Sharper Convergence Guarantees for Asynchronous SGD Federated Learning One World Seminar 412 2 года назад
FLOW Seminar #61: Anastasia Koloskova (EPFL) Unified & Improved Analysis of Decentralized Algorithms 52:07
FLOW Seminar #61: Anastasia Koloskova (EPFL) Unified & Improved Analysis of Decentralized Algorithms Federated Learning One World Seminar 585 2 года назад

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