Achieving Tighter Finite-Time Rates for Heterogeneous Federated Stochastic Approximation under Ma...

Feng Zhu, Aritra Mitra, Robert W. Heath

Action editor: Pan Xu

https://openreview.net/forum?id=1xRG4ECacS

#markovian #agents #federated

Markovian Embedding Converts Nonlinear Memory Equations to Local Form

Researchers present a spectral embedding that converts memory differential equations into a Markovian system, avoiding history buffers. Posted September 2025. Read more: getnews.me/markovian-embedding-conv... #markovian #spectralembedding

Possible #MD #projects are variational free energy methods, thermodynamics of #solvation shells, #constant-pH #MD methods, #Markovian thermodynamics, as well as functional mechanisms of the #ribosome, #FAS, #CRISPR/Cas, or #IDPs 🔗 #job 10-25 t1p.de/2e700 📩 E-mail to ausschreibung10-25@mpinat.mpg.de

Matrix-analytic Methods for the Evolution of Species Trees, Gene Trees, and Their Reconciliation - Methodology and Computing in Applied Probability We consider the reconciliation problem, in which the task is to find a mapping of a gene tree into a species tree. In this paper we present a method, where for a given choice of parameters, we are abl...

📢 New publication 'Matrix-analytic Methods for the Evolution of Species Trees, Gene Trees, and Their Reconciliation' by Albert Soewongsono et al. in Methodology and Computing in Applied Probability 🧪
doi.org/10.1007/s110...

#GeneTree #Markovian