1.9k citations
- The Ohio State UniversityUS375 papers
- Korea Astronomy and Space Science InstituteKR269 papers
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- Centre National de la Recherche ScientifiqueFR204 papers
- The University of TokyoJP192 papers
- University of CanterburyNZ189 papers
- University of CopenhagenDK187 papers
- University of WarsawPL175 papers
- Center for Astrophysics Harvard & SmithsonianUS167 papers
- University of SalernoIT158 papers
- Max Planck Institute for AstronomyDE156 papers
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764 papers
FedTVD: Balancing Data Quality and Quantity for Robust Federated Learning
Radwan Selo, Majid Kundroo, Taehong Kim
Federated Learning (FL) enables collaborative model training across distributed client devices while preserving data privacy. However, FL faces significant challenges due to data h…
FedA2L: Adaptive layer-wise learning rate adjustment in decentralized federated learning
Van Truong Vo, Khoa Nguyen, Taehong Kim
Decentralized intelligence systems with heterogeneous devices and limited coordination increasingly rely on decentralized federated learning (DFL). However, DFL suffers from conver…
FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks
Majid Kundroo, Tinku Singh, Taehong Kim
Federated Learning (FL) enables collaborative machine learning (ML) across distributed clients while preserving privacy. However, efficient model convergence in FL remains challeng…
FedVAR: Prototype-Aligned Federated Framework for Video Anomaly Recognition
Ghani Haider, Majid Kundroo, Boyun Eom +3
In the era of Industrial Internet of Things (IIoT) and Cyber-Physical Systems (CPS), Federated Learning (FL) offers a promising decentralized intelligence paradigm for Video Anomal…
Double-Peaked Ly Emission during Reionization Requires Nearby Voids and a Favorable Local Ionizing Background
Hyunbae Park, Aaron Smith, Intae Jung +11
Several Lyman-alpha (Ly) emitters deep into the reionization era exhibit double-peaked Ly emission profiles, raising the question of how the intergalactic medium can transmit…
Optical conductivity of topological semimetal NbSiTe
Seongjin Ahn
We study the linear optical conductivity of the NbSiTe family of layered van der Waals materials, which has recently gained considerable attention owing to it…