Lee-Ad Gottlieb
10 papers · 2014–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π Conference Polyglot (7)
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Academic Marathon
(11)
π£
Hot Topic Early Bird
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Keyword Champion
(2)
π
Century Club
(10)
ποΈ
Keyword Collector
(50)
Conferences
AISTATS (2)
JMLR (2)
NIPS (2)
AAAI (1)
COLT (1)
ICML (1)
NAACL (1)
Top co-authors
Research topics
Keywords
generalization bound
(4)
sample compression
(3)
function learning
(2)
metric space
(2)
covering number
(2)
margin theory
(2)
learning theory
(2)
average smoothness
(2)
computational linguistics
(1)
piecewise linear function
(1)
pac learning
(1)
text classification
(1)
nearest neighbor classification
(1)
margin-based classification
(1)
margin-based learning
(1)
clustering algorithm
(1)
nearest neighbor
(1)
linear classifier
(1)
approximation algorithm
(1)
semimetric space
(1)
Papers
The Development of Hebrew in Antiquity β A Computational Linguistic Study
NAACL 2025
Improved Fixed-Parameter Bounds for Min-Sum-Radii and Diameters k-Clustering and Their Fair Variants
AAAI 2025
Weighted distance nearest neighbor condensing
ICML 2024
Functions with average smoothness: structure, algorithms, and learning
JMLR 2024
Functions with average smoothness: structure, algorithms, and learning
COLT 2021
Nested Barycentric Coordinate System as an Explicit Feature Map
AISTATS 2021
Learning convex polytopes with margin
NIPS 2018
Nearly optimal classification for semimetrics
JMLR 2017
Nearly Optimal Classification for Semimetrics
AISTATS 2016
Near-optimal sample compression for nearest neighbors
NIPS 2014