Prof Omer Bobrowski
Professor in Mathematical Data Science
School of Mathematical Sciences
Queen Mary University of London
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
2024
Bobrowski O and Yogeshwaran D (2024). Advances in random topology. Journal of Applied and Computational Topology, Springer Nature vol. 8 (6), 1445-1448. 07-08-2024
2023
Bobrowski O and Skraba P (2023). Cluster Persistence for Weighted Graphs. Entropy, MDPI vol. 25 (12) 26-11-2023
Reani Y and Bobrowski O (2023). A COUPLED ALPHA COMPLEX. Journal of Computational Geometry vol. 14 (1), 221-256. 10-10-2023
Onaran E, Bobrowski O and Adler RJ (2023). Functional Central Limit Theorems for Local Statistics of Spatial Birth-Death Processes in the Thermodynamic Regime. Annals of Applied Probability, Institute of Mathematical Statistics vol. 33 (5), 3958-3986. 01-10-2023
Bobrowski O and Skraba P (2023). A universal null-distribution for topological data analysis. Scientific Reports, Springer Nature vol. 13 (1) 28-07-2023
2022
Brown A, Bobrowski O, Munch E and Wang B (2022). Probabilistic convergence and stability of random mapper graphs. Journal of Applied and Computational Topology, Springer vol. 5, 99-140. 17-12-2022
Bobrowski O, Schulte M and Yogeshwaran D (2022). Poisson process approximation under stabilization and Palm coupling. Annales Henri Lebesgue, Cellule MathDoc/Centre Mersenne vol. 5, 1489-1534. 16-12-2022
Reani Y and Bobrowski O (2022). Cycle Registration in Persistent Homology with Applications in Topological Bootstrap. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers vol. PP 27-10-2022
Bobrowski O (2022). Homological connectivity in random Čech complexes. Probability Theory and Related Fields, Springer vol. 183 (3-4), 715-788. 06-07-2022
Adhikari K, Adler RJ, Bobrowski O and Rosenthal R (2022). On the spectrum of dense random geometric graphs. Annals of Applied Probability, Institute of Mathematical Statistics vol. 32 (3) 01-06-2022
Fireaizen T, Ron S and Bobrowski O (2022). Alarm Sound Detection Using Topological Signal Processing. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 27-05-2022
Bobrowski O and Krioukov D (2022). Random Simplicial Complexes: Models and Phenomena. Higher-Order Systems , Editors: BATTISTON F and Petri G. 59-96. 27-04-2022
Haim Meirom S and Bobrowski O (2022). Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison. Proceedings of the 7th Workshop on Representation Learning for NLP. 01-01-2022
Grants
Grants of specific relevance to the Centre for Probability, Statistics and Data ScienceUniversality in Topological Data AnalysisOmer Bobrowski and Primoz Skraba
£330,778 Leverhulme Trust (22-07-2024 - 21-07-2027)
Topological Phase Transitions in Stochastic GeometryOmer Bobrowski
£396,018 EPSRC Engineering and Physical Sciences Research Council (01-04-2024 - 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 Council (01-02-2024 - 31-01-2029)