| Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations L Basile, S Acevedo, L Bortolussi, F Anselmi, A Rodriguez arXiv preprint arXiv:2406.15812, 2024 | | 2024 |
| Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples JO Caro, Y Ju, R Pyle, S Dey, W Brendel, F Anselmi, AB Patel Frontiers in Computational Neuroscience 18, 1387077, 2024 | | 2024 |
| Computational validation of clonal and subclonal copy number alterations from bulk tumor sequencing using CNAqc A Antonello, R Bergamin, N Calonaci, J Househam, S Milite, MJ Williams, ... Genome Biology 25 (1), 38, 2024 | 1 | 2024 |
| Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples JO Caro, Y Ju, R Pyle, S Dey, W Brendel, F Anselmi, AB Patel Frontiers in Computational Neuroscience 18, 2024 | | 2024 |
| A Bayesian method to infer copy number clones from single-cell RNA and ATAC sequencing L Patruno, S Milite, R Bergamin, N Calonaci, A D’Onofrio, F Anselmi, ... PLOS Computational Biology 19 (11), e1011557, 2023 | 1 | 2023 |
| Generative abstraction of Markov population processes F Cairoli, F Anselmi, A d'Onofrio, L Bortolussi Theoretical Computer Science 977, 114169, 2023 | 1 | 2023 |
| Machine Learning Catalysis of Quantum Tunneling R Testa, A Rodriguez, A d'Onofrio, A Trombettoni, F Benatti, F Anselmi arXiv preprint arXiv:2310.10165, 2023 | | 2023 |
| Catalysis of quantum tunneling by ancillary system learning R Testa, A Rodriguez, A d'Onofrio, A Trombettoni, F Benatti, F Anselmi arXiv preprint arXiv:2308.06060, 2023 | | 2023 |
| Local Search, Semantics, and Genetic Programming: a Global Analysis F Anselmi, M Castelli, A d'Onofrio, L Manzoni, L Mariot, M Saletta arXiv preprint arXiv:2305.16956, 2023 | | 2023 |
| Relating implicit bias and adversarial attacks through intrinsic dimension L Basile, N Karantzas, A d'Onofrio, L Bortolussi, A Rodriguez, F Anselmi arXiv preprint arXiv:2305.15203, 2023 | 1 | 2023 |
| Data symmetries and Learning in fully connected neural networks F Anselmi, L Manzoni, A D’onofrio, A Rodriguez, G Caravagna, ... IEEE Access 11, 47282-47290, 2023 | 1 | 2023 |
| Robust deep learning object recognition models rely on low frequency information in natural images Z Li, J Ortega Caro, E Rusak, W Brendel, M Bethge, F Anselmi, AB Patel, ... PLOS Computational Biology 19 (3), e1010932, 2023 | 27 | 2023 |
| Seeing the Forest for the Trees: Connecting Convolutional Neural Networks to Maximum Information Entropy and Correlate Product State Ansatzes SS Alam, Y Ju, J Minoff, H Pu, A Patel, F Anselmi APS Division of Atomic, Molecular and Optical Physics Meeting Abstracts 2023 …, 2023 | | 2023 |
| Symmetry as a guiding principle in artificial and brain neural networks F Anselmi, AB Patel Frontiers in Computational Neuroscience 16, 1039572, 2022 | 1 | 2022 |
| Interpreting convolutional neural networks’ low dimensional approximation to quantum spin systems Y Ju, SS Alam, J Minoff, F Anselmi, H Pu, A Patel arXiv Preprint, 2022 | 2 | 2022 |
| Representation learning in sensory cortex: a theory F Anselmi, T Poggio IEEE Access 10, 102475-102491, 2022 | 5 | 2022 |
| Understanding robustness and generalization of artificial neural networks through Fourier masks ABPFA Nikos Karantzas, Emma Besier, Josue Ortega Caro, Xaq Pitkow, Andreas S ... Frontiers in Artificial Intelligence 5 (890016), 2022 | 5 | 2022 |
| Machine learning algorithms on eye tracking trajectories to classify patients with spatial neglect B Franceschiello, T Di Noto, A Bourgeois, MM Murray, A Minier, P Pouget, ... Computer Methods and Programs in Biomedicine 221, 106929, 2022 | 8 | 2022 |
| Shallow univariate relu networks as splines: Initialization, loss surface, hessian, and gradient flow dynamics J Sahs, R Pyle, A Damaraju, JO Caro, O Tavaslioglu, A Lu, F Anselmi, ... Frontiers in artificial intelligence 5, 889981, 2022 | 18 | 2022 |
| Integrated quality control of allele-specific copy numbers, mutations and tumour purity from cancer whole genome sequencing assays J Househam, R Bergamin, S Milite, N Calonaci, A Antonello, MJ Williams, ... bioRxiv, 2021.02. 13.429885, 2022 | 5 | 2022 |
TOMASO POGGIOMcDermott Professor in Brain Sciences, MITVerified email at ai.mit.edu
