Spencer Compton
6 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π§¬
Topic Evolution
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Keywords
minimum entropy coupling
(3)
joint distribution
(2)
entropic causal inference
(2)
causal discovery
(2)
structural causal model
(2)
greedy algorithm
(2)
teaching dimension
(1)
gaussian mixture model
(1)
approximation algorithm
(1)
language model
(1)
causal graph
(1)
iterative algorithm
(1)
total variation distance
(1)
causal identifiability
(1)
causal direction
(1)
hellinger distance
(1)
graph identifiability
(1)
recursive teaching dimension
(1)
minimum distance estimator
(1)
information theory
(1)
Papers
Density estimation for Hellinger via minimum-distance estimators: mixtures of Gaussians, log-concave, and more
COLT 2026
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
NeurIPS 2020