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puoya tabaghi
puoya tabaghi
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Title
Cited by
Cited by
Year
Kinetic Euclidean distance matrices
P Tabaghi, I Dokmanić, M Vetterli
IEEE Transactions on Signal Processing 68, 452-465, 2019
402019
Hyperbolic distance matrices
P Tabaghi, I Dokmanić
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
242020
Highly scalable and provably accurate classification in poincaré balls
E Chien, C Pan, P Tabaghi, O Milenkovic
2021 IEEE International Conference on Data Mining (ICDM), 61-70, 2021
102021
On procrustes analysis in hyperbolic space
P Tabaghi, I Dokmanić
IEEE Signal Processing Letters 28, 1120-1124, 2021
102021
Learning hyperbolic embedding for phylogenetic tree placement and updates
Y Jiang, P Tabaghi, S Mirarab
Biology 11 (9), 1256, 2022
92022
Linear classifiers in product space forms
P Tabaghi, C Pan, E Chien, J Peng, O Milenkovic
arXiv preprint arXiv:2102.10204, 2021
8*2021
Geometry of Similarity Comparisons
P Tabaghi, J Peng, O Milenkovic, I Dokmanić
arXiv preprint arXiv:2006.09858, 2020
6*2020
Learning Schatten--von Neumann Operators
P Tabaghi, M de Hoop, I Dokmanić
arXiv preprint arXiv:1901.10076, 2019
52019
Phylogenetic placement problem: A hyperbolic embedding approach
Y Jiang, P Tabaghi, S Mirarab
RECOMB International Workshop on Comparative Genomics, 68-85, 2022
42022
Principal component analysis in space forms
P Tabaghi, M Khanzadeh, Y Wang, S Mirarab
arXiv preprint arXiv:2301.02750, 2023
32023
Hyperaid: Denoising in hyperbolic spaces for tree-fitting and hierarchical clustering
E Chien, P Tabaghi, O Milenkovic
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
32022
Provably accurate and scalable linear classifiers in hyperbolic spaces
C Pan, E Chien, P Tabaghi, J Peng, O Milenkovic
Knowledge and Information Systems 65 (4), 1817-1850, 2023
22023
On the move: Localization with kinetic Euclidean distance matrices
P Tabaghi, I Dokmanić, M Vetterli
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
22019
Real polynomial gram matrices without real spectral factors
P Tabaghi, I Dokmanić
arXiv preprint arXiv:1903.04085, 2019
22019
Learning ultrametric trees for optimal transport regression
S Chen, P Tabaghi, Y Wang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (18), 20657 …, 2024
12024
Universal Representation of Permutation-Invariant Functions on Vectors and Tensors
P Tabaghi, Y Wang
arXiv preprint arXiv:2310.13829, 2023
2023
Optimal Tree Metric Matching Enables Phylogenomic Branch Length Reconciliation
S Arasti, P Tabaghi, Y Tabatabaee, S Mirarab
bioRxiv, 2023.11. 13.566962, 2023
2023
Machine learning in space forms: Embeddings, classification, and similarity comparisons
P Tabaghi
University of Illinois at Urbana-Champaign, 2021
2021
Statistical Learning Theory
P Tabaghi, B Hajek
2017
Mixture of factor models for joint dimensionality reduction and classification
P Tabaghi, MR Azimi-Sadjadi, LL Scharf, A Pezeshki, M Kirby
Colorado State University. Libraries, 2016
2016
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