ML Anthology
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Compton, Spencer
5 publications
COLT
2025
Lower Bounds for Greedy Teaching Set Constructions
Spencer Compton
,
Chirag Pabbaraju
,
Nikita Zhivotovskiy
UAI
2024
Computing Low-Entropy Couplings for Large-Support Distributions
Samuel Sokota
,
Dylan Sam
,
Christian Witt
,
Spencer Compton
,
Jakob Foerster
,
J. Zico Kolter
AISTATS
2023
Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier
Spencer Compton
,
Dmitriy Katz
,
Benjamin Qi
,
Kristjan Greenewald
,
Murat Kocaoglu
ICML
2022
Entropic Causal Inference: Graph Identifiability
Spencer Compton
,
Kristjan Greenewald
,
Dmitriy A Katz
,
Murat Kocaoglu
NeurIPS
2020
Entropic Causal Inference: Identifiability and Finite Sample Results
Spencer Compton
,
Murat Kocaoglu
,
Kristjan Greenewald
,
Dmitriy Katz