Ashish Katiyar

2 papers · 2019–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird

Conferences

AISTATS (1) ICML (1)

Top co-authors

Constantine Caramanis (2) Jessica Hoffmann (1) Vatsal Shah (1) Soumya Basu (1)

Keywords

tree structure (2) robust estimation (1) inverse covariance (1) exact recovery (1) markov random field (1) graphical model (1) gaussian graphical model (1) discrete variable (1) structure learning (1) symmetric noise (1)

Papers

Recoverability Landscape of Tree Structured Markov Random Fields under Symmetric Noise AISTATS 2022

Robust Estimation of Tree Structured Gaussian Graphical Models ICML 2019