Mark Steel
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Machine Learning
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Core AI
(1)
Mathematics
(1)
Methods
(1)
Optimization & Theory
(1)
Probability
(1)
Keywords
change point detection
(1)
causal inference
(1)
bayesian inference
(1)
matrix factorization
(1)
density estimation
(1)
spatio-temporal modeling
(1)
gaussian process
(1)
nonparametric statistics
(1)
density ratio estimation
(1)
posterior inference
(1)
maximum likelihood estimation
(1)
extended kalman filter
(1)
multivariate prediction
(1)
state space model
(1)
instrumental variable regression
(1)
quasi-bayesian method
(1)
vine copula
(1)
treatment effect
(1)
unobserved confounding
(1)
predictive distribution
(1)
Papers
Possibilistic Instrumental Variable Regression with Potentially Invalid Instruments
UAI 2026
Your copula is a classifier in disguise: classification-based copula density estimation
AISTATS 2025
Quasi-Bayes meets Vines
NeurIPS 2024
Probabilistic Sequential Matrix Factorization
AISTATS 2021
Non-separable Non-stationary random fields
ICML 2020