Spencer Compton
5 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (11)
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Hot Topic Early Bird
Conferences
AISTATS (1)
COLT (1)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
minimum entropy coupling
(2)
causal discovery
(2)
entropic causal inference
(2)
structural causal model
(2)
causal graph
(1)
joint distribution
(1)
causal identifiability
(1)
causal direction
(1)
information theory
(1)
graph identifiability
(1)
causal inference
(1)
greedy algorithm
(1)
approximation algorithm
(1)
Papers
Lower Bounds for Greedy Teaching Set Constructions
COLT 2025
Computing Low-Entropy Couplings for Large-Support Distributions
UAI 2024
Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier
AISTATS 2023
Entropic Causal Inference: Graph Identifiability
ICML 2022
Entropic Causal Inference: Identifiability and Finite Sample Results
NIPS 2020