Konstantinos E. Nikolakakis

2 papers · 2019–2021 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer

Conferences

AISTATS (1) JMLR (1)

Top co-authors

Anand D. Sarwate (2) Dionysios S. Kalogerias (2)

Keywords

ising model (2) structure recovery (1) graphical model (1) gaussian graphical model (1) noisy observation (1) chow-liu algorithm (1) predictive learning (1) hidden variable (1) tree-structured graphical model (1) sample complexity (1) graphical model structure learning (1)

Papers

Predictive Learning on Hidden Tree-Structured Ising Models JMLR 2021

Learning Tree Structures from Noisy Data AISTATS 2019