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Alexander Munteanu
Observed name:
Munteanu, Alexander
Institutions:
TU Dortmund University,
Aarhus University
Observed institutions:
University of Cologne,
TU Dortmund University,
Aarhus University,
All India Institute of Medical Sciences Rishikesh,
Corewell Health
ORCID:
0000-0001-6549-3270
Observed ORCID:
0000-0001-6549-3270
OpenAlex ID:
A5023613530
A Framework for Bayesian Optimization in Embedded Subspaces
2019
·
Amin Nayebi
, Alexander Munteanu
, et al.
·
International Conference on Machine Learning
·
73
Coresets-Methods and History: A Theoreticians Design Pattern for Approximation and Streaming Algorithms
2017
·
Alexander Munteanu
, Chris Schwiegelshohn
·
Künstliche Intell.
·
55
PDF
The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI
2025
·
Ahmed W. Moawad
, Anastasia Janas
, et al.
·
The Journal of Machine Learning for Biomedical Imaging
·
40
PDF
Random projections for Bayesian regression
2015
·
Leo N. Geppert
, Katja Ickstadt
, et al.
·
Statistics and Computing
·
38
PDF
Smallest enclosing ball for probabilistic data
2014
·
Alexander Munteanu
, Christian Sohler
, et al.
·
29
On Coresets for Logistic Regression
2018
·
Munteanu, Alexander
, Schwiegelshohn, Chris
, et al.
·
arXiv (Cornell University)
·
24
PDF
Text/Conference Paper
2019
·
Munteanu, Alexander
, Schwiegelshohn, Chris
, et al.
·
IRIS Research product catalog (Sapienza University of Rome)
·
23
PDF
Core Dependency Networks
2018
·
Alejandro Molina
, Alexander Munteanu
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
·
15
Streaming statistical models via Merge & Reduce
2020
·
Leo N. Geppert
, Katja Ickstadt
, et al.
·
International Journal of Data Science and Analytics
·
8
PDF
Bounding the Width of Neural Networks via Coupled Initialization -- A Worst Case Analysis
2022
·
Munteanu, Alexander
, Omlor, Simon
, et al.
·
arXiv (Cornell University)
·
6
PDF
Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal Curves
2019
·
Meintrup, Stefan
, Munteanu, Alexander
, et al.
·
arXiv (Cornell University)
·
6
PDF
Oblivious sketching for logistic regression
2021
·
Munteanu, Alexander
, Omlor, Simon
, et al.
·
arXiv (Cornell University)
·
5
PDF
Asymptotically exact streaming algorithms
2014
·
Heinrich, Marc
, Munteanu, Alexander
, et al.
·
arXiv (Cornell University)
·
4
PDF
Detecting Interactions in High‐Dimensional Data Using Cross Leverage Scores
2024
·
Sven Teschke
, Katja Ickstadt
, et al.
·
Biometrical Journal
·
3
PDF
$p$-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets
2022
·
Munteanu, Alexander
, Omlor, Simon
, et al.
·
arXiv (Cornell University)
·
3
PDF
Correcting statistical models via empirical distribution functions
2015
·
Alexander Munteanu
, Max Wornowizki
·
Computational Statistics
·
3
PDF
2.4 Bayesian Analysis for Dimensionality and Complexity Reduction
2022
·
Zeyu Ding
, Katja Ickstadt
, et al.
·
De Gruyter eBooks
·
2
PDF
3 Streaming Data, Small Devices
2022
·
Sebastian Buschjäger
, Katharina Morik
, et al.
·
De Gruyter eBooks
·
2
PDF
Cross-Leverage Scores for Selecting Subsets of Explanatory Variables
2021
·
Parry, Katharina
, Geppert, Leo N.
, et al.
·
arXiv (Cornell University)
·
2
PDF
Probabilistic Smallest Enclosing Ball in High Dimensions via Subgradient Sampling
2019
·
Krivošija, Amer
, Munteanu, Alexander
·
arXiv (Cornell University)
·
2
PDF
Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI
2025
·
Maleki, Nazanin
, Amiruddin, Raisa
, et al.
·
arXiv (Cornell University)
·
1
PDF
Optimal Sketching Bounds for Sparse Linear Regression
2023
·
Mai, Tung
, Munteanu, Alexander
, et al.
·
arXiv (Cornell University)
·
1
PDF
Probabilistic smallest enclosing ball in high dimensions via subgradient sampling
2019
·
Krivošija, Amer
, Munteanu, Alexander
·
arXiv (Cornell University)
·
1
Terminal Dimension Reduction for Time Series with Applications
2026
·
Munteanu, Alexander
, Russo, Matteo
, et al.
·
arXiv (Cornell University)
PDF
Dimension Reduction for Curves: Simplified and Generalized
2026
·
Ebbens, Matthijs
, Lu, Jie
, et al.
·
arXiv (Cornell University)
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Works count:
50
Citation count:
347
H-index:
8
I10-index:
8
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