Nathan Mankovich
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Champion
(3)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Mathematics
(4)
Core Methods
(3)
Optimization
(3)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Analysis
(1)
Core AI
(1)
Foundations
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Keywords
flag manifold
(3)
manifold optimization
(2)
subspace clustering
(2)
principal component analysis
(1)
rotation averaging
(1)
out-of-distribution generalization
(1)
outlier detection
(1)
multivariate analysis
(1)
distribution shift
(1)
outlier robustness
(1)
manifold clustering
(1)
grassmann manifold
(1)
clustering algorithm
(1)
stiefel manifold
(1)
hierarchical data
(1)
anchor regression
(1)
iterative reweighted least square
(1)
flag median
(1)
prototype computation
(1)
linde-buzo-grey algorithm
(1)
Papers
A Flag Decomposition for Hierarchical Datasets
CVPR 2025
Out-of-distribution robustness for multivariate analysis via causal regularisation
AISTATS 2025
Fun with Flags: Robust Principal Directions via Flag Manifolds
CVPR 2024
Chordal Averaging on Flag Manifolds and Its Applications
ICCV 2023
The Flag Median and FlagIRLS
CVPR 2022