| Self-organized criticality and pattern emergence through the lens of tropical geometry N Kalinin, A Guzmán-Sáenz, Y Prieto, M Shkolnikov, V Kalinina, ... Proceedings of the National Academy of Sciences 115 (35), E8135-E8142, 2018 | 24 | 2018 |
| On the possible correlation between the Gutenberg-Richter parameters of the frequency-magnitude relationship J Perez-Oregon, A Muñoz-Diosdado, AH Rudolf-Navarro, ... Journal of Seismology 22, 1025-1035, 2018 | 22 | 2018 |
| A topological data analysis approach on predicting phenotypes from gene expression data S Mandal, A Guzmán-Sáenz, N Haiminen, S Basu, L Parida International Conference on Algorithms for Computational Biology, 178-187, 2020 | 21 | 2020 |
| Topological deep learning: Going beyond graph data M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ... arXiv preprint arXiv:2206.00606, 2022 | 16 | 2022 |
| Data-centric AI requires rethinking data notion M Hajij, G Zamzmi, KN Ramamurthy, AG Saenz arXiv preprint arXiv:2110.02491, 2021 | 14 | 2021 |
| Sequential motion planning algorithms in real projective spaces: an approach to their immersion dimension N Cadavid-Aguilar, J González, D Gutiérrez, A Guzmán-Sáenz, A Lara Forum Mathematicum 30 (2), 397-417, 2018 | 12 | 2018 |
| Higher-order attention networks M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ... arXiv preprint arXiv:2206.00606 2 (3), 4, 2022 | 11 | 2022 |
| High skip networks: A higher order generalization of skip connections M Hajij, KN Ramamurthy, A Guzmán-Sáenz, G Za ICLR 2022 Workshop on Geometrical and Topological Representation Learning, 2022 | 7 | 2022 |
| The cohomology ring away from 2 of configuration spaces on real projective spaces J González, A Guzmán-Sáenz, M Xicoténcatl Topology and its Applications 194, 317-348, 2015 | 7 | 2015 |
| Towards quantum-enabled cell-centric therapeutics S Basu, J Born, A Bose, S Capponi, D Chalkia, TA Chan, H Doga, ... arXiv preprint arXiv:2307.05734, 2023 | 5 | 2023 |
| Signal enrichment with strain-level resolution in metagenomes using topological data analysis A Guzmán-Sáenz, N Haiminen, S Basu, L Parida BMC genomics 20, 25-34, 2019 | 5 | 2019 |
| Impact of clinical and genomic factors on sars-cov2 disease severity S Dey, A Bose, P Chakraborty, M Ghalwash, AG Saenz, F Utro, K Ng, J Hu, ... medRxiv, 2021.03. 15.21253549, 2021 | 4 | 2021 |
| Icml 2023 topological deep learning challenge: Design and results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | 3 | 2023 |
| Topo-mlp: A simplicial network without message passing KN Ramamurthy, A Guzmán-Sáenz, M Hajij ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| RubricOE: a learning framework for genetic epidemiology S Saha, A Guzmán-Sáenz, A Bose, F Utro, DE Platt, L Parida medRxiv, 2021.03. 09.21253105, 2021 | 2 | 2021 |
| Combinatorial complexes: bridging the gap between cell complexes and hypergraphs M Hajij, G Zamzmi, T Papamarkou, AI Guzman-Saenz, TI Birdal, ... 2023 57th Asilomar Conference on Signals, Systems, and Computers, 799-803, 2023 | 1 | 2023 |
| Topological deep learning M Hajij, KN Ramamurthy, AG Saenz, K Istvan NeurIPS Data-Centric AI Workshop, 2021 | 1 | 2021 |
| The stability of the higher topological complexity of real projective spaces: an approach to their immersion dimension N Cadavid, J González, A Guzmán-Sáenz arXiv preprint arXiv:1609.07565, 2016 | 1 | 2016 |
| Creating synthetic patient data using a generative adversarial network having a multivariate gaussian generative model DE Platt, A Bose, K Rhrissorrakrai, AG Saenz, N Haiminen, L Parida US Patent App. 17/930,477, 2024 | | 2024 |
| AI-enabled evaluation of genome-wide association relevance and polygenic risk score prediction in Alzheimer's disease DE Platt, A Guzmán-Sáenz, A Bose, S Saha, F Utro, L Parida Iscience 27 (3), 2024 | | 2024 |
