Ioan Gabriel Bucur
5 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (1)
CLEAR (1)
NIPS (1)
PGM (1)
UAI (1)
Top co-authors
Keywords
bayesian inference
(2)
causal discovery
(2)
instrumental variable
(2)
posterior distribution
(1)
bayesian model averaging
(1)
posterior inference
(1)
causal structure
(1)
posterior probability
(1)
causal effect
(1)
conditional independence test
(1)
markov equivalence
(1)
gene regulatory network
(1)
genome-wide association study
(1)
explainable artificial intelligence
(1)
faithfulness assumption
(1)
causal direction
(1)
fci algorithm
(1)
latent confounding
(1)
local causal structure
(1)
causal estimation
(1)
Papers
Beyond the Markov Equivalence Class: Extending Causal Discovery under Latent Confounding
CLEAR 2023
Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models
NIPS 2020
MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models
UAI 2020
A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks
PGM 2018
Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness
AISTATS 2017