FSW-GNN: A Bi-Lipschitz WL-Equivalent Graph Neural Network
Yonatan Sverdlov, Yair Davidson, Nadav Dym, Tal Amir
arXiv preprint arXiv:2410.09118 (2024 preprint, under review)
Publications
Weisfeiler Leman for Euclidean Equivariant Machine Learning
Snir Hordan, Tal Amir, Nadav Dym
International Conference on Machine Learning (ICML 2024)
Fourier Sliced-Wasserstein Embedding for Multisets and Measures
Tal Amir, Nadav Dym
arXiv preprint arXiv:2405.16519 (2024 preprint, under review)
Complete Neural Networks for Complete Euclidean Graphs
Snir Hordan, Tal Amir, Steven J. Gortler, Nadav Dym
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2024)
Neural Injective Functions for Multisets, Measures and Graphs via a Finite Witness Theorem
Tal Amir, Steven Gortler, Ilai Avni, Ravina Ravina, Nadav Dym
Advances in Neural Information Processing Systems 37 (NeurIPS 2023 spotlight paper, 3% acceptance rate)
Symmetrized Robust Procrustes: Constant-Factor Approximation and Exact Recovery
Tal Amir, Shahar Kovalsky, Nadav Dym
arXiv preprint arXiv:2207.08592 (2022 preprint)
The Trimmed Lasso: Sparse Recovery Guarantees and Practical Optimization by the Generalized Soft-Min Penalty
Tal Amir, Ronen Basri, Boaz Nadler
SIAM Journal on Mathematics of Data Science 3.3 (SIMODS 2021)
A New Rank Constraint on Multi-View Fundamental Matrices, and its Application to Camera Location Recovery
Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017)
Wide Baseline Stereo Matching with Convex Bounded Distortion Constraints
Meirav Galun, Tal Amir, Tal Hassner, Ronen Basri, Yaron Lipman
Proceedings of the IEEE International Conference on Computer Vision (ICCV 2015)
Early consumption of peanuts in infancy is associated with a low prevalence of peanut allergy
George Du Toit, Yitzhak Katz, Peter Sasieni, David Mesher, Soheila J. Maleki, Helen R. Fisher, Adam T. Fox, Victor Turcanu, Tal Amir, Galia Zadik-Mnuhin, Adi Cohen, Irit Livne, Gideon Lack
Journal of Allergy and Clinical Immunology 122.5 (JACI 2008)