Alex Markham
4 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(11)
🧭
Keyword Pioneer
🚀
Conference Pioneer
Conferences
PGM (2)
CLEAR (1)
UAI (1)
Top co-authors
Keywords
causal structure learning
(2)
graph theory
(1)
independence testing
(1)
bayesian network
(1)
essential graph
(1)
causal clustering
(1)
directed acyclic graph
(1)
equivalence class
(1)
latent causal model
(1)
causal modeling
(1)
python package
(1)
distance covariance
(1)
edge clique cover
(1)
kernel methods
(1)
functional causal model
(1)
heterogeneous population
(1)
metric learning
(1)
nonlinear causal structure
(1)
Papers
A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations
CLEAR 2022
A Transformational Characterization of Unconditionally Equivalent Bayesian Networks
PGM 2022
MeDIL: A Python Package for Causal Modelling
PGM 2020
Measurement Dependence Inducing Latent Causal Models
UAI 2020