Ofir Lindenbaum
Ofir Lindenbaum
Assistant Professor at Bar Ilan University
Verified email at biu.ac.il - Homepage
Title
Cited by
Cited by
Year
Multi-view diffusion maps
O Lindenbaum, A Yeredor, M Salhov, A Averbuch
Information Fusion 55, 127-149, 2020
482020
Feature selection using Stochastic Gates
Y Yamada, O Lindenbaum, S Negahban, Y Kluger
International Conference on Machine Learning, ICML 2020, 2018
26*2018
Variational Diffusion Autoencoders with Random Walk Sampling
AC H Li, O Lindenbaum, X Cheng
European Conference on Computer Vision, ECCV, 2020, 2019
22*2019
Geometry-based data generation
O Lindenbaum, JS Stanley III, G Wolf, S Krishnaswamy
Neural Information Processing Systems, NeurIPS, 2018, 2018
202018
Gaussian bandwidth selection for manifold learning and classification
O Lindenbaum, M Salhov, A Yeredor, A Averbuch
Data mining and knowledge discovery 34 (6), 1676-1712, 2020
19*2020
Earthquake-explosion discrimination using diffusion maps
N Rabin, Y Bregman, O Lindenbaum, Y Ben-Horin, A Averbuch
Geophysical Journal International 207 (3), 1484-1492, 2016
182016
Multi-view kernel consensus for data analysis
M Salhov, O Lindenbaum, Y Aizenbud, A Silberschatz, Y Shkolnisky, ...
Applied and Computational Harmonic Analysis 49 (1), 208-228, 2020
13*2020
Multiview kernels for low-dimensional modeling of seismic events
O Lindenbaum, Y Bregman, N Rabin, A Averbuch
IEEE Transactions on Geoscience and Remote Sensing 56 (6), 3300-3310, 2018
132018
Musical key extraction using diffusion maps
O Lindenbaum, A Yeredor, I Cohen
Signal Processing 117, 198-207, 2015
132015
Multi-channel fusion for seismic event detection and classification
O Lindenbaum, N Rabin, Y Bregman, A Averbuch
2016 IEEE International Conference on the Science of Electrical Engineering …, 2016
112016
Learning coupled embedding using multiview diffusion maps
O Lindenbaum, A Yeredor, M Salhov
International Conference on Latent Variable Analysis and Signal Separation …, 2015
112015
Detection of differentially abundant cell subpopulations in scRNA-seq data
J Zhao, A Jaffe, H Li, O Lindenbaum, E Sefik, R Jackson, X Cheng, ...
Proceedings of the National Academy of Sciences 118 (22), 2021
9*2021
LOCA: LOcal Conformal Autoencoder for standardized data coordinates
E Peterfreund, O Lindenbaum, F Dietrich, T Bertalan, M Gavish, ...
Proceedings of National Academy of Sciences (PNAS), 2020, 2020
5*2020
Musical features extraction for audio-based search
O Lindenbaum, S Maskit, O Kutiel, G Nave
2010 IEEE 26-th Convention of Electrical and Electronics Engineers in Israel …, 2010
52010
Differentiable Unsupervised Feature Selection based on a Gated Laplacian
O Lindenbaum, U Shaham, J Svirsky, E Peterfreund, Y Kluger
arXiv preprint arXiv:2007.04728, 2020
4*2020
Alignment free identification of clones in B cell receptor repertoires
O Lindenbaum, N Nouri, Y Kluger, S Kleinstein
Nucleic Acid Research (NAR), 2020, 2020
32020
Randomly aggregated least squares for support recovery
O Lindenbaum, S Steinerberger
Signal Processing 180, 107858, 2021
22021
-based Sparse Canonical Correlation Analysis
O Lindenbaum, M Salhov, A Averbuch, Y Kluger
arXiv preprint arXiv:2010.05620, 2020
2*2020
Clustering based on multiview diffusion maps
O Lindenbaum, A Yeredor, A Averbuch
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016
22016
Blind separation of orthogonal mixtures of spatially-sparse sources with unknown sparsity levels and with temporal blocks
O Lindenbaum, A Yeredor, R Vitek, M Mishali
Journal of Signal Processing Systems 79 (2), 167-178, 2015
22015
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Articles 1–20