Name: Marija Iloska
Type: User
Bio: I'm a PhD student in ML and statistical signal processing working on online inference, scalability challenges and applications to real systems.
Location: Stony Brook, NY
Blog: www.marija-iloska.com
Marija Iloska's Projects
All notes and materials for the CS229: Machine Learning course by Stanford University
ICASSP 2023 - generalized two-stage particle filter
Particle Filter for SEIR models
A particle-based´ approach for topology estimation of gene networks
Jump Predictive Least Squares for Online Feature Selection
Jump Predictive Least Squares for Online Feature Selection
In progress
A Particle Gibbs-Sampling Approach to Topology Inference in Gene Regulatory Networks
We propose a particle MCMC sampler to learn the kinetic parameters of a chemical system, specifically the adsorption and desorption of CO on Pd(111).
ghost of christmasssss space
Graphical network and topology estimation for autoregressive models using Gibbs sampling