Sandipan Roy
  • About
  • Research
  • People
  • Teaching
  • Recent & Upcoming Talks
    • Example Talk
  • People
    • Dan Miles (2020-)
    • Jordan Taylor (2019-)
    • Josh Inoue (2020-)
    • Ruchen Liu (2021-)
    • Xinle Tian (2021-)
  • Publications
    • Drug Burden Index is a Modifiable Predictor of 30-Day-Hospitalization in Community-Dwelling Older Adults with Complex Care Needs: Machine Learning Analysis of InterRAI Data
    • Foundations of Statistics for Data Scientists with R and Python
    • Antibiotic utilisation and the impact of antimicrobial resistance action plan on prescribing among older adults in New Zealand between 2005 and 2019
    • Application of machine learning approaches in predicting clinical outcomes in older adults--a systematic review and meta-analysis
    • Stochastic networks theory to model single-cell genomic count data
    • Antimicrobial-associated organ injury among the elderly: a systematic review and meta-analysis protocol
    • POS1411 Artificial Intelligence For Identifying New Disease Clusters In Patients With Psoriatic Arthritis/Psoriasis: A Proof-Of-Concept Study
    • Consistent multiple changepoint estimation with fused gaussian graphical models
    • Inference of tissue relative proportions of the breast epithelial cell types luminal progenitor, basal, and luminal mature
    • Risk of antimicrobial-associated organ injury among the older adults: a systematic review and meta-analysis
    • Interpretable brain age prediction using linear latent variable models of functional connectivity
    • Likelihood inference for large scale stochastic blockmodels with covariates based on a divide-and-conquer parallelizable algorithm with communication
    • Hedging parameter selection for basis pursuit
    • Multiple changepoint estimation in high-dimensional gaussian graphical models
    • Change-Point Estimation in High-Dimensional Markov Random Field Models
    • Statistical Inference and Computational Methods for Large High-Dimensional Data with Network Structure
    • Bayesian inference in nonparametric dynamic state-space models
    • ISIS and NISIS: New Bilingual dual-channel speech corpora for robust speaker recognition
  • Blog
    • 🎉 Easily create your own simple yet highly customizable blog
    • 🧠 Sharpen your thinking with a second brain
    • 📈 Communicate your results effectively with the best data visualizations
    • 👩🏼‍🏫 Teach academic courses
    • ✅ Manage your projects
  • Experience
  • Teaching
    • Learn JavaScript
    • Learn Python

Change-Point Estimation in High-Dimensional Markov Random Field Models

Jan 1, 2016·
Sandipan Roy
,
Yves Atchadé
,
George Michailidis
· 0 min read
Cite
Type
Journal article
Publication
Journal of Royal Statistical Society : Series B
Last updated on Jan 1, 2016
← Multiple changepoint estimation in high-dimensional gaussian graphical models Jan 1, 2017
Statistical Inference and Computational Methods for Large High-Dimensional Data with Network Structure Jan 1, 2015 →

© {2024} Sandipan Roy. This work is licensed under CC BY-NC 4.0 and last updated Aug 12, 2024

Published with Hugo Blox Builder — the free, open source website builder that empowers creators.