Ole J. Mengshoel

3 papers · 2016–2020 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🚀 Conference Pioneer 📈 Trend Setter

Conferences

ICML (1) IJCAI (1) PGM (1)

Top co-authors

Tong Yu (2) Youssef Ahres (1) Zheng Wen (1) Ruiyi Zhang (1) Branislav Kveton (1) Priya Krishnan Sundararajan (1)

Keywords

variational inference (1) global convergence (1) expectation maximization (1) posterior distribution (1) parameter learning (1) thompson sampling (1) bayesian network (1) multi-armed bandit (1) graphical model (1) genetic algorithm (1) local optima (1) influence diagram (1)

Papers

Graphical Models Meet Bandits: A Variational Thompson Sampling Approach ICML 2020

Markov Chain Analysis of Noise and Restart in Stochastic Local Search IJCAI 2016

A Genetic Algorithm for Learning Parameters in Bayesian Networks using Expectation Maximization PGM 2016