76 citations · 139 across the 23 of their papers we have counts for
3 papers · 1 filter
Straggler Mitigation through Unequal Error Protection for Distributed Matrix Multiplication
Busra Tegin, Eduin E. Hernandez, Stefano Rini +1
Large-scale machine learning and data mining methods routinely distribute computations across multiple agents to parallelize processing. The time required for computation at the ag…
Blind Federated Edge Learning
Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gunduz +2
We study federated edge learning (FEEL), where wireless edge devices, each with its own dataset, learn a global model collaboratively with the help of a wireless access point actin…
Blind Federated Learning at the Wireless Edge with Low-Resolution ADC and DAC
Busra Tegin, Tolga M. Duman
We study collaborative machine learning systems where a massive dataset is distributed across independent workers which compute their local gradient estimates based on their own da…