Tigran Galstyan
5 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(13)
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Types
(1)
Models
(1)
Keywords
metric learning
(1)
multi-task learning
(1)
feature learning
(1)
domain generalization
(1)
text classification
(1)
relation extraction
(1)
information extraction
(1)
named entity recognition
(1)
feature matching
(1)
outlier detection
(1)
generalization error
(1)
minimax analysis
(1)
benchmark dataset
(1)
lipschitz constant
(1)
empirical distribution
(1)
concentration bound
(1)
domain-invariant representation
(1)
permutation recovery
(1)
biomedical text mining
(1)
protein interaction
(1)
Papers
Perfect Matching Map Recovery Under Unknown Scalar Affine Transformation
UAI 2026
Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution
ICML 2024
Matching Map Recovery with an Unknown Number of Outliers
AISTATS 2023
Failure Modes of Domain Generalization Algorithms
CVPR 2022
BioRelEx 1.0: Biological Relation Extraction Benchmark
ACL 2019