Margo Seltzer
17 papers
· 2017–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
π§
Keyword Pioneer
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(21)
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Conference Polyglot
(6)
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Academic Marathon
(8)
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Cross-Pollinator
(13)
π€
Dynamic Duo
(15)
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Century Club
(17)
ποΈ
Keyword Collector
(63)
Conferences
NIPS (6)
ICML (5)
AAAI (2)
AISTATS (2)
JMLR (1)
MLHC (1)
Top co-authors
Keywords
decision tree
(5)
feature selection
(3)
interpretable machine learning
(3)
sparse optimization
(3)
interpretable model
(3)
combinatorial optimization
(3)
model selection
(2)
logistic regression
(2)
inductive learning
(2)
generalized additive model
(2)
rashomon set
(2)
variable importance
(2)
sparse model
(2)
dynamic programming
(2)
sparse regression
(1)
discrete optimization
(1)
branch and bound
(1)
k-means clustering
(1)
model interpretability
(1)
logistic loss
(1)
Papers
Optimal Sparse Survival Trees
AISTATS 2024
Optimal Sparse Regression Trees
AAAI 2023
Optimal Sparse Decision Trees
NIPS 2019
Scalable Bayesian Rule Lists
ICML 2017