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Tal Shnitzer
Tal Shnitzer
Other namesTal Shnitzer Dery
Senitor Machine Learning Scientist at the Broad Institute
Verified email at broadinstitute.org - Homepage
Title
Cited by
Cited by
Year
Large language model routing with benchmark datasets
T Shnitzer, A Ou, M Silva, K Soule, Y Sun, J Solomon, N Thompson, ...
arXiv preprint arXiv:2309.15789, 2023
1372023
Layer‐and cell‐specific recruitment dynamics during epileptic seizures in vivo
F Aeed, T Shnitzer, R Talmon, Y Schiller
Annals of neurology 87 (1), 97-115, 2020
392020
Recovering hidden components in multimodal data with composite diffusion operators
T Shnitzer, M Ben-Chen, L Guibas, R Talmon, HT Wu
SIAM Journal on Mathematics of Data Science 1 (3), 588-616, 2019
322019
Direction modulation of muscle synergies in a hand-reaching task
S Israely, G Leisman, C Machluf, T Shnitzer, E Carmeli
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (12 …, 2017
322017
Diffusion maps Kalman filter for a class of systems with gradient flows
T Shnitzer, R Talmon, JJ Slotine
IEEE Transactions on Signal Processing 68, 2739-2753, 2020
24*2020
Manifold learning with contracting observers for data-driven time-series analysis
T Shnitzer, R Talmon, JJ Slotine
IEEE Transactions on Signal Processing 65 (4), 904-918, 2016
222016
Few-sample feature selection via feature manifold learning
D Cohen, T Shnitzer, Y Kluger, R Talmon
International Conference on Machine Learning, 6296-6319, 2023
18*2023
Spatiotemporal analysis using Riemannian composition of diffusion operators
T Shnitzer, HT Wu, R Talmon
Applied and Computational Harmonic Analysis 68, 2023
122023
Graph of graphs analysis for multiplexed data with application to imaging mass cytometry
YWE Lin, T Shnitzer, R Talmon, F Villarroel-Espindola, S Desai, ...
PLoS computational biology 17 (3), e1008741, 2021
102021
Log-euclidean signatures for intrinsic distances between unaligned datasets
T Shnitzer, M Yurochkin, K Greenewald, JM Solomon
International Conference on Machine Learning, 20106-20124, 2022
92022
Alternating diffusion maps for dementia severity assessment
T Shnitzer, M Rapaport, N Cohen, N Yarovinsky, R Talmon, ...
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
62017
LLM routing with benchmark datasets
T Shnitzer, A Ou, M Silva, K Soule, Y Sun, J Solomon, N Thompson, ...
NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation …, 2023
52023
Manifold learning for data-driven dynamical system analysis
T Shnitzer, R Talmon, JJ Slotine
The Koopman Operator in Systems and Control: Concepts, Methodologies, and …, 2020
32020
A Deep Learning Model to Identify Mitral Valve Prolapse From the Echocardiogram
MA Al-Alusi, ES Lau, AM Small, C Reeder, T Shnitzer, CT Andrews, ...
JACC: Cardiovascular Imaging, 2025
22025
GeRA: Label-Efficient Geometrically Regularized Alignment
D Klebe, T Shnitzer, M Yurochkin, L Karlinsky, J Solomon
arXiv preprint arXiv:2310.00672, 2023
22023
EEG-based geometric modeling and analysis of cognitive deterioration in patients with possible and probable Alzheimer’s disease (P1. 098)
T Shnitzer, N Yarovinsky, R Talmon, J Aharon-Peretz
Neurology 88 (16_supplement), P1. 098, 2017
22017
Automatic segmentation of twin regions in Mo-Di placentae based on geometric analysis of spatiotemporal BOLD MRI signals
T Shnitzer, SM Abulnaga, C Bibbo, PE Grant, P Golland, J Solomon, ...
Proceedings of the International Society for Magnetic Resonance in Medicine, 2022
12022
Diffusion operators for multimodal data analysis
T Shnitzer, RR Lederman, GR Liu, R Talmon, HT Wu
Handbook of Numerical Analysis 20, 1-39, 2019
12019
Multimodal foundation model for evaluating cardiovascular disease from electrocardiography and echocardiography
A Nargesi, S Friedman, T Shnitzer Dery, V D'souza, C Andrews, ...
European Heart Journal 46 (Supplement_1), 2025
2025
Patterns and Correlates of Heart Rate Among US Adults in the All of Us Research Program
A Nargesi, V Dsouza, T Shnitzer Dery, A Kadaifciu, R Cremer, S Jurgens, ...
Circulation 152 (Suppl_3), A4368484-A4368484, 2025
2025
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Articles 1–20