S. T. John
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(3)
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Cross-Pollinator
(15)
🌉
Interdisciplinary Bridge
Conferences
ICML (3)
ICLR (1)
UAI (1)
Top co-authors
Keywords
gaussian process
(2)
active learning
(1)
continual learning
(1)
variational inference
(1)
gaussian processes
(1)
hyperparameter optimization
(1)
laplace approximation
(1)
expectation propagation
(1)
point process
(1)
sequential learning
(1)
bayesian optimization
(1)
memory mechanism
(1)
treatment policy
(1)
marginal likelihood approximation
(1)
conjugate-computation variational inference
(1)
counterfactual analysis
(1)
policy intervention
(1)
causal inference
(1)
blood glucose
(1)
Papers
Identifying latent state transitions in non-linear dynamical systems
ICLR 2025
Learning relevant contextual variables within Bayesian optimization
UAI 2024
Memory-Based Dual Gaussian Processes for Sequential Learning
ICML 2023
Causal Modeling of Policy Interventions From Treatment-Outcome Sequences
ICML 2023
Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models
ICML 2023