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Kiattikun Chobtham

2 papers · 2020–2022 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

PGM (2)

Top co-authors

Anthony C. Constantinou (2)

Research topics

Machine Learning (2) Bayesian & Probabilistic · Machine Learning (2) Learning Types (2) Optimization & Theory (2) Artificial Intelligence (1) Knowledge & Reasoning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Core AI (1) Core Methods (1) Reasoning (1)

Keywords

structure learning (2) variational inference (1) density estimation (1) expectation maximization (1) causal structure learning (1) bayesian network (1) latent variable (1) causal effect (1) evidence lower bound (1) latent confounder (1) bayesian network structure learning (1) ancestral graph (1) causal inference (1) constraint-based method (1)

Papers

Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound PGM 2022 Bayesian network structure learning with causal effects in the presence of latent variables PGM 2020