Mark A. Davenport
5 papers · 2014–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Half
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(14)
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Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(2)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
change point detection
(1)
active learning
(1)
representation learning
(1)
metric learning
(1)
semi-supervised learning
(1)
manifold learning
(1)
robustness
(1)
human activity recognition
(1)
embedding learning
(1)
preference learning
(1)
sequence classification
(1)
texture synthesis
(1)
generalization
(1)
adversarial attack
(1)
markov random field
(1)
low-dimensional manifold
(1)
latent space
(1)
noise injection
(1)
paired comparison
(1)
multidimensional scaling
(1)
Papers
SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures
ICML 2025
Active metric learning and classification using similarity queries
UAI 2023
As You Like It: Localization via Paired Comparisons
JMLR 2021
Semi-supervised Sequence Classification through Change Point Detection
AAAI 2021
Manifold Based Dynamic Texture Synthesis from Extremely Few Samples
CVPR 2014