1.8k citations
- KTH Royal Institute of TechnologySE30 papers
- Thinfilm (Sweden)SE27 papers
- Centre National de la Recherche ScientifiqueFR20 papers
- Lund UniversitySE20 papers
- Chalmers University of TechnologySE16 papers
- National University of Science and TechnologyRU13 papers
- Uppsala UniversitySE13 papers
- Budapest University of Technology and EconomicsHU12 papers
- HUN-REN Wigner Research Centre for PhysicsHU12 papers
- University of LiverpoolGB12 papers
- Norwegian University of Science and TechnologyNO11 papers
- University of OsloNO11 papers
Showing 2021 · cs.LGShow all
3 papers · 2 filters
cs.LG2021★ 3 cited
Device Scheduling and Update Aggregation Policies for Asynchronous Federated Learning
Chung-Hsuan Hu, Zheng Chen, Erik G. Larsson
Federated Learning (FL) is a newly emerged decentralized machine learning (ML) framework that combines on-device local training with server-based model synchronization to train a c…
cs.LG2021★ 4 cited
Data-driven deep density estimation
Patrik Puchert, Pedro Hermosilla, Tobias Ritschel +1
Density estimation plays a crucial role in many data analysis tasks, as it infers a continuous probability density function (PDF) from discrete samples. Thus, it is used in tasks a…
cs.LG2021★ 3 cited
A Crash Course on Reinforcement Learning
Farnaz Adib Yaghmaie, Lennart Ljung
The emerging field of Reinforcement Learning (RL) has led to impressive results in varied domains like strategy games, robotics, etc. This handout aims to give a simple introductio…