Publications
PUBLISHED PAPERS
[28] Cluster-Persistence for Weighted Graphs
O. Bobrowski and P. Skraba, Entropy 25(12), 1587, 2023
[27] A Coupled Alpha Complex
Y. Reani and O. Bobrowski, Journal of Computational Geometry 14(1), 221-256, 2023
[26] A Universal Null-Distribution for Topological Data Analysis
O. Bobrowski and P. Skraba, Scientific Reports 13(1), 12274, 2023
[25] Functional Central Limit Theorems for Local Statistics of Spatial Birth-Death Processes in the Thermodynamic Regime
E. Onaran, O. Bobrowski, and R. Adler,The Annals of Applied Probability, 33(5), 3958-3986, 2023
[24] Cycle Registration in Persistent Homology with Applications in Topological Bootstrap
Y. Reani and O. Bobrowski. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(5), 5579-5593, 2023
[23] Poisson Process Approximation Under Stabilization and Palm Coupling
O. Bobrowski, M. Schulte, D. Yogeshwaran, Annales Henri Lebesgue (5), 1489-1534, 2022
[22] Homological Connectivity in Random Čech Complexes
O. Bobrowski, Probability Theory and Related Fields 183(3-4), 715-788, 2022.
[21] Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison
S.H. Meirom and O. Bobrowski, Proceedings of the 7th Workshop on Representation Learning for NLP, 173-183, 2022
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[20] Alarm Sound Detection Using Topological Signal Processing
T. Fireaizen, S. Ron, and O. Bobrowski, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
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[19] On the Spectrum of Dense Random Geometric Graphs
K. Adhikari, R. Adler, O. Bobrowski, and R. Rosenthal, The Annals of Applied Probability 32(3), 1734-1773, 2022
[18] Random Simplicial Complexes: Models and Phenomena (Book Chapter)
O. Bobrowski and D. Krioukov. High-Order Systems, 59-96, 2022
[17] Homological Percolation: The Formation of Giant k-Cycles
O. Bobrowski and P. Skraba, International Mathematics Research Notices 2022(8), 6186-6213, 2022
[16] Joint Geometric and Topological Analysis of Hierarchical Datasets
L. Aloni, O. Bobrowski, and R. Talmon. Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 478-493, 2021
[15] Probabilistic Convergence and Stability of Random Mapper Graphs
A. Brown, O. Bobrowski, E. Munch, and B. Wang, Journal of Applied and Computational Topology 5, 99-140, 2021.
[14] Convergence of Persistence Diagrams for Topological Crackle
T. Owada and O. Bobrowski, Bernoulli 26(3), 2275-2310, 2020
[13] Homological Percolation and the Euler Characteristic
O. Bobrowski and P. Skraba, Physical Review E. 101, 032404:1-16, 2020
[12] Random Čech Complexes on Riemannian Manifolds
O. Bobrowski and G. Oliveira, Random Structures & Algorithms 54(3), 373-412, 2019
[11] Topology of Random Geometric Complexes: A Survey
O. Bobrowski and M. Kahle, Journal of Applied and Computational Topology 1(3-4): 331-364, 2018
[10] Maximally Persistent Cycles in Random Geometric Complexes
O. Bobrowski, M. Kahle and P. Skraba, The Annals of Applied Probability 27(4): 2032-2060, 2017
[9] On the Vanishing of Homology in Random Čech Complexes
O. Bobrowski and S. Weinberger, Random Structures & Algorithms 51(1): 14-51, 2017
[8] Topological Consistency via Kernel Estimation
O. Bobrowski, S.Mukherjee, and J. Taylor, Bernoulli 23 (1): 288-328, 2017
[7] The Topology of Probability Distributions on Manifolds
O. Bobrowski and S.Mukherjee, Probability Theory and Related Fields 161 (3-4): 651-686, 2015
[6] Crackle: The Homology of Noise
R.J. Adler, O. Bobrowski, and S. Weinberger, Discrete & Computational Geometry 52 (4): 680-704, 2014
[5] Distance Functions, Critical Points and the Topology of Random Čech Complexes
O. Bobrowski and R.J. Adler, Homology, Homotopy and Applications 16 (2): 311-344, 2014
[4] Euler Integration of Gaussian Random Fields and Persistent Homology
O. Bobrowski and M.S. Borman, Journal of Topology and Analysis 4 (01): 49-70, 2012
[3] Persistent Homology for Random Fields and Complexes
R.J. Adler, O. Bobrowski, M.S. Borman, E. Subag, and S. Weinberger, IMS Collections Vol. 6: 124-143, 2010
[2] Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation and Multisensory Integration
O. Bobrowski, R. Meir, and Y.C. Eldar, Neural Computation 21 (5): 1277-1320, 2009
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[1] A Neural Network Implementing Optimal State Estimation Based on Dynamic Spike Train Decoding
O. Bobrowski, R. Meir, S. Shoham, and Y.C. Eldar, Advances in Neural Information Processing Systems (NIPS) 20: 145-152, 2007
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