Publications

 
  • Learning Regularization Parameter-Maps for Variational Image Reconstruction Using Deep Neural Networks and Algorithm Unrolling
    Kofler A Altekrüger F Antarou Ba F Kolbitsch C Papoutsellis E Schote D Sirotenko C
    Siam Journal on Imaging Sciences, Society For Industrial & Applied Mathematics (Siam) vol. 16 (4), 2202-2246.  
    29-11-2023
  • Cluster Persistence for Weighted Graphs
    Bobrowski O Skraba P
    Entropy, Mdpi vol. 25 (12) 
    26-11-2023
  • Dynamic Time Warping for Lead-Lag Relationship Detection in Lagged Multi-Factor Models
    Zhang Y Cucuringu M Shestopaloff A
    4th ACM International Conference on AI in Finance., 454-462.  
    25-11-2023
  • A random graph growth model
    Farber M Gnedin A Mannan W
    Bulletin of The London Mathematical Society, Wiley vol. 56 (2), 662-680.  
    17-11-2023
  • 4th ACM International Conference on AI in Finance, ICAIF '23
     
    01-11-2023
  • A COUPLED ALPHA COMPLEX
    Reani Y Bobrowski O
    Journal of Computational Geometry vol. 14 (1), 221-256.  
    10-10-2023
  • Multiple systems estimation for studying over-coverage and its heterogeneity in population registers
    Mussino E Santos B Monti A Matechou E Drefahl S
    Quality & Quantity, Springer Nature vol. 58 (6), 5033-5056.  
    10-10-2023
  • Functional central limit theorems for local statistics of spatial birth–death processes in the thermodynamic regime
    Onaran E Bobrowski O Adler RJ
    The Annals of Applied Probability, Institute of Mathematical Statistics vol. 33 (5) 
    01-10-2023
  • Upper bounds on quantum dynamics in arbitrary dimension
    Shamis M
    Journal of Functional Analysis, Elsevier vol. 285 (7) 
    01-10-2023
  • Dynamic Autoregressive Liquidity (DArLiQ)
    Hafner CM Linton OB Wang L
    Journal of Business and Economic Statistics, Taylor & Francis vol. 42 (2), 774-785.  
    19-09-2023
  • Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor Models
     
    19-09-2023
  • Density kernel depth for outlier detection in functional data
    Hernández N Muñoz A Martos G
    International Journal of Data Science and Analytics, Springer Nature vol. 16 (4), 481-488.  
    04-08-2023
  • OP140 Household associations between child and adult weight status in an ethnically diverse urban population: cross-sectional study using linked primary care and National Child Measurement Programme records
    Wilk M Harper G Firman N Liverani S Dezateux C
    SSM Annual Scientific Meeting., a129.2-a1a130.  
    01-08-2023
  • A universal null-distribution for topological data analysis
    Bobrowski O Skraba P
    Scientific Reports, Springer Nature vol. 13 (1) 
    28-07-2023
  • Session-based recommendation with temporal dynamics for large volunteer networks
    Muvunza T Li Y
    Journal of Intelligent Information Systems, Springer Nature vol. 61 (3), 901-922.  
    07-07-2023
  • CNN-based Estimation of Spatio-Temporal Regularization Parameter-Maps for TV-Reconstruction in Dynamic Cardiac MRI
    Kofler A Sirotenko C Zimmermann F Schote D Kolbitsch C Ba F Altekrüger F Papoutsellis E et al.
    2023 ISMRM & ISMRT Annual Meeting. 
    19-05-2023
  • Random permutations and queues
    Gnedin A
    Advances in Applied Mathematics, Elsevier vol. 149, 102549-102549.  
    12-05-2023
  • Statistical power, accuracy, reproducibility and robustness of a graph clusterability test
    Miasnikof P Shestopaloff AY Raigorodskii A
    International Journal of Data Science and Analytics, Springer Nature vol. 15 (4), 379-390.  
    16-04-2023
  • Neural network expression rates and applications of the deep parametric PDE method in counterparty credit risk
    Glau K
    Annals of Operations Research, Springer Nature vol. 336 (1-2), 331-357.  
    13-04-2023
  • Cycle Registration in Persistent Homology With Applications in Topological Bootstrap
    Reani Y Bobrowski O
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 45 (5), 5579-5593.  
    03-04-2023
  • High-dimensional rank-based graphical models for non-Gaussian functional data
    Solea E
    Statistics, Taylor & Francis vol. 57 (2), 388-422.  
    04-03-2023
  • On skewed Gaussian graphical models
    Sheng T Li B
    Journal of Multivariate Analysis, Elsevier vol. 194 
    01-03-2023
  • A social media-based framework for quantifying temporal changes to wildlife viewing intensity
    Papafitsoros K Adam L Schofield G
    Ecological Modelling, Elsevier vol. 476 
    01-02-2023
  • Bayesian profile regression to study the ecologic associations of correlated environmental exposures with excess mortality risk during the first year of the Covid-19 epidemic in lombardy, Italy
    Coker ES Molitor J Liverani S Martin J Pontarollo N
    Environmental Research vol. 216 
    01-01-2023
  • LOW-RANK EXTENDED KALMAN FILTERING FOR ONLINE LEARNING OF NEURAL NETWORKS FROM STREAMING DATA
    Chang PG Durán-Martín G Shestopaloff A
    Proceedings of Machine Learning Research. vol. 232, 1025-1071.  
    01-01-2023
  • Motivations and sensitivities surrounding the illegal trade of sea turtles in Costa Rica
    Pheasey H Griffiths RA Matechou E Roberts DL
    Ecology and Society, Resilience Alliance vol. 28 (4) 
    01-01-2023
  • Statistical Network Similarity
    Miasnikof P Shestopaloff AY Bravo C
    Eleventh International Conference on Complex Networks and their Applications. vol. 1078, 325-336.  
    01-01-2023