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Profiles: Google Scholar · arXiv · MathSciNet
Preprints
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Published papers
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Morse Theory for the k-NN Distance Function
40th International Symposium on Computational Geometry (SoCG), 2024
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[21]
Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison
Proceedings of the 7th Workshop on Representation Learning for NLP, 173–183, 2022
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Alarm Sound Detection Using Topological Signal Processing
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
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Joint Geometric and Topological Analysis of Hierarchical Datasets
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 478–493, 2021
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Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation and Multisensory Integration
Neural Computation 21(5), 1277–1320, 2009
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A Neural Network Implementing Optimal State Estimation Based on Dynamic Spike Train Decoding
Advances in Neural Information Processing Systems (NIPS) 20, 145–152, 2007