Shaul Markovitch
13 papers · 2003–2024 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Trendsetter Combo
(5)
π
Keyword Champion
π§
Keyword Pioneer
ποΈ
Keyword Collector
(78)
π
Renaissance Researcher
(5)
π
Trend Setter
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(12)
Core Methods
(9)
Optimization & Theory
(7)
Natural Language Processing
(6)
Learning Types
(6)
Artificial Intelligence
(4)
Core AI
(4)
Mathematics & Optimization
(3)
Applications
(3)
Deep Learning
(2)
Generation
(2)
Optimization
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Keywords
density estimation
(3)
search algorithm
(2)
decision tree
(2)
text classification
(2)
anytime algorithm
(2)
convex optimization
(2)
high-dimensional data
(2)
high-dimensional distribution
(2)
change detection
(1)
text generation
(1)
feature extraction
(1)
masked language model
(1)
hierarchical clustering
(1)
semantic representation
(1)
few-shot learning
(1)
cost-sensitive trees
(1)
word sense disambiguation
(1)
nonparametric statistics
(1)
reproducing kernel hilbert space
(1)
text categorization
(1)
Papers
A General Search-Based Framework for Generating Textual Counterfactual Explanations
AAAI 2024
Interpreting Embedding Spaces by Conceptualization
EMNLP 2023
A Two-Stage Masked LM Method for Term Set Expansion
ACL 2020
Textual Membership Queries
IJCAI 2020
Named Entity Disambiguation for Noisy Text
CoNLL 2017
Algorithmic Exam Generation
IJCAI 2015
Approximating Hierarchical MV-sets for Hierarchical Clustering
NeurIPS 2014
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions
NeurIPS 2013
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data
NeurIPS 2012
Anytime Induction of Cost-sensitive Trees
NeurIPS 2007
Anytime Learning of Decision Trees
JMLR 2007
Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization
JMLR 2007
Speedup Learning for Repair-based Search by Identifying Redundant Steps
JMLR 2003