Prof Omer Bobrowski
Professor in Mathematical Data Science
School of Mathematical Sciences
Queen Mary University of London
Research
Random Topology, Topological Data Analysis, Applied Topology, Stochastic Geometry, Probability Theory
Interests
Omer Bobrowski is a Professor in Mathematical Data Science. His research primarily centres on stochastic topology and its applications in data analysis. His theoretical work studies phase transitions in stochastic topology and the distribution of noise in applied topological tools. On the applied side, he develops statistical methods for topological data analysis (TDA) and explores the use of TDA in fields such as signal processing and natural language processing.
Publications of specific relevance to the Centre for Probability, Statistics and Data Science
Publications of specific relevance to the Centre for Probability, Statistics and Data Science
2024
Advances in random topologyBobrowski O and Yogeshwaran D
Journal of Applied and Computational Topology,
Springer Nature vol. 8 (6), 1445-1448.
07-08-2024Morse Theory for the k-NN Distance FunctionReani Y and
Bobrowski O Leibniz International Proceedings in Informatics, LIPIcs. vol. 293
01-06-2024 2023
Cluster Persistence for Weighted GraphsBobrowski O and
Skraba P Entropy,
Mdpi vol. 25 (12)
26-11-2023 A COUPLED ALPHA COMPLEXReani Y and
Bobrowski O Journal of Computational Geometry vol. 14 (1), 221-256.
10-10-2023 Functional Central Limit Theorems for Local Statistics of Spatial Birth-Death Processes in the Thermodynamic RegimeOnaran E,
Bobrowski O and Adler RJ
Annals of Applied Probability,
Institute of Mathematical Statistics vol. 33 (5), 3958-3986.
01-10-2023 A universal null-distribution for topological data analysisBobrowski O and
Skraba P Scientific Reports,
Springer Nature vol. 13 (1)
28-07-2023 2022
Probabilistic convergence and stability of random mapper graphsBrown A,
Bobrowski O, Munch E and Wang B
Journal of Applied and Computational Topology,
Springer vol. 5, 99-140.
17-12-2022 Poisson process approximation under stabilization and Palm couplingBobrowski O, Schulte M and Yogeshwaran D
Annales Henri Lebesgue,
Cellule Mathdoc/Centre Mersenne vol. 5, 1489-1534.
16-12-2022 Cycle Registration in Persistent Homology with Applications in Topological Bootstrap.Reani Y and
Bobrowski O Ieee Transactions on Pattern Analysis and Machine Intelligence,
Institute of Electrical and Electronics Engineers vol. PP
27-10-2022 Homological connectivity in random Čech complexesBobrowski O Probability Theory and Related Fields,
Springer vol. 183 (3-4), 715-788.
06-07-2022 On the spectrum of dense random geometric graphsAdhikari K, Adler RJ,
Bobrowski O and Rosenthal R
Annals of Applied Probability,
Institute of Mathematical Statistics vol. 32 (3)
01-06-2022 Alarm Sound Detection Using Topological Signal ProcessingFireaizen T, Ron S and
Bobrowski O ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 211-215.
27-05-2022 Random Simplicial Complexes: Models and PhenomenaBobrowski O and Krioukov D
In
Higher-Order Systems,
Springer, Cham 59-96. Editors: BATTISTON F and Petri G.
27-04-2022 Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and ComparisonHaim Meirom S and
Bobrowski O Proceedings of the 7th Workshop on Representation Learning for NLP., 173-183.
01-01-2022
Grants
Grants of specific relevance to the Centre for Probability, Statistics and Data Science
Topological Phase Transitions in Stochastic GeometryOmer Bobrowski£396,018
EPSRC Engineering and Physical Sciences Research Council01-04-2024 - 31-03-2027 Mathematical Foundations of Intelligence: An Erlangen Programme for AI UKRI AI HubPrimoz Skraba,
Omer Bobrowski and
Haim Dubossarsky£1,026,205
EPSRC Engineering and Physical Sciences Research Council01-02-2024 - 31-01-2029
