Eduardo Laber
6 papers · 2014–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (2) π Academic Marathon (9) π£ Hot Topic Early Bird π Interdisciplinary Bridge
π§
Keyword Pioneer
π
Trend Setter
Conferences
ICML (4)
NIPS (2)
Top co-authors
Keywords
decision tree
(3)
approximation guarantee
(2)
interactive learning
(1)
rule-based learning
(1)
worst-case analysis
(1)
cost-sensitive learning
(1)
machine teaching
(1)
approximation algorithm
(1)
information theoretic clustering
(1)
random forest
(1)
minimum spanning tree
(1)
gini impurity
(1)
automatic diagnosis
(1)
impurity measure
(1)
gini index
(1)
worst-case cost
(1)
inter-group criterion
(1)
minimum spacing
(1)
tree depth
(1)
entropy impurity
(1)
Papers
Optimization of Inter-group criteria for clustering with minimum size constraints
NIPS 2023
Decision Trees with Short Explainable Rules
NIPS 2022
Teaching with Limited Information on the Learnerβs Behaviour
ICML 2020
New results on information theoretic clustering
ICML 2019
Binary Partitions with Approximate Minimum Impurity
ICML 2018
Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost
ICML 2014