Joint multi-dimensional resource optimization for model compression in wireless federated learning
In the edge computing scenarios, resource-constrained and particiption of the dynamically terminal devices of network in federated learning cause high latency and high energy consumption.
ZHU Guangzhao, ZHU Xiaorong, XU Ding
doaj
On the convergence rate of the boosted difference-of-convex algorithm (DCA). [PDF]
Abbaszadehpeivasti H +2 more
europepmc +1 more source
Consistency and convergence rate of phylogenetic inference via regularization. [PDF]
Dinh V +3 more
europepmc +1 more source
Data‐Driven SuStaIn Model of Disability Progression in Amyotrophic Lateral Sclerosis
ABSTRACT Objective To determine whether ordinal Subtype and Stage Inference (SuStaIn) applied to routine ALSFRS‐R item scores can identify reproducible disability progression patterns in amyotrophic lateral sclerosis (ALS) and provide clinically meaningful staging.
Giammarco Milella +5 more
wiley +1 more source
EMU enlargement and convergence of price levels: Lessons from the German reunification [PDF]
We analyse the possible impact of EMU enlargement on inflation rates in the accession countries. Using a simple theoretical model we show that the optimal path price adjustments should be asymmetric, i.e. occuring mostly in the candidate countries. Using
Paul Cavelaars, Philipp Maier
core
Convergence Rate of Euler-Maruyama Scheme to the Invariant Probability Measure Under Total Variation Distance for the SDEs. [PDF]
Wang Y, Ye Y.
europepmc +1 more source
Convergence rate for the moving least-squares learning with dependent sampling. [PDF]
Guo Q, Ye P.
europepmc +1 more source
Boundary‐Dependent Sleep–Wake Dysregulation in Idiopathic Hypersomnia
ABSTRACT Objective Idiopathic hypersomnia (IH) presents with excessive daytime sleepiness (EDS) despite apparently preserved nocturnal sleep, challenging traditional models of hypersomnolence based on sleep loss or fragmentation. We aimed to test the hypothesis that EDS in IH reflects excessive stabilization of the sleep state, consistent with ...
Samantha Mombelli +13 more
wiley +1 more source
Regional Convergence and Aggregate Growth [PDF]
A striking feature of US states convergence is the link between the spatial speed of convergence and the aggregate growth rate: fast aggregate growth induces a reduction in regional inequalities.
Stephane Adjemian +2 more
core
Research on the Consensus Convergence Rate of Multi-Agent Systems Based on Hermitian Kirchhoff Index Measurement. [PDF]
Deng H, Wu T.
europepmc +1 more source

