Scott Sussex
7 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (6) π Interdisciplinary Bridge π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
ICLR (3)
NIPS (3)
ICML (1)
Top co-authors
Research topics
Keywords
causal structure learning
(2)
off-policy evaluation
(1)
variational inference
(1)
bayesian inference
(1)
causal discovery
(1)
importance sampling
(1)
nonparametric model
(1)
model-based reinforcement learning
(1)
experimental design
(1)
batch reinforcement learning
(1)
amortized inference
(1)
approximation algorithm
(1)
inductive bia
(1)
mixture of expert
(1)
causal intervention
(1)
batch experiment
(1)
crop management
(1)
agricultural system
(1)
nitrogen fertilization
(1)
multi-year planning
(1)
Papers
Standardizing Structural Causal Models
ICLR 2025
Adversarial Causal Bayesian Optimization
ICLR 2024
Model-based Causal Bayesian Optimization
ICLR 2023
Amortized Inference for Causal Structure Learning
NIPS 2022
Learning Long-Term Crop Management Strategies with CyclesGym
NIPS 2022
Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning
NIPS 2021
Combining parametric and nonparametric models for off-policy evaluation
ICML 2019