Roman Vaculin
4 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Differential Privacy
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Learning Paradigms Β· Machine Learning
(1)
Methods
(1)
Keywords
differential privacy
(1)
representation learning
(1)
conformal prediction
(1)
time series clustering
(1)
uncertainty quantification
(1)
covariate shift
(1)
maximum mean discrepancy
(1)
data summarization
(1)
pairwise similarity
(1)
prediction interval
(1)
heterogeneous data
(1)
similarity preservation
(1)
decision support
(1)
distributed data
(1)
prototype selection
(1)
large language model
(1)
non-conformity score
(1)
distributed data summarization
(1)
evidence-driven reasoning
(1)
industrial maintenance
(1)
Papers
Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data
ACL 2026
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
UAI 2024
Differentially Private Distributed Data Summarization under Covariate Shift
NeurIPS 2019
Similarity Preserving Representation Learning for Time Series Clustering
IJCAI 2019