Ofir Lindenbaum

Most-cited papers

Detection of differentially abundant cell subpopulations in scRNA-seq data
Jun Zhao, Ariel Jaffe, Henry Li, Ofir Lindenbaum +5 more
2021Proceedings of the National Academy of Sciences of the United States of America149 citations Open access
Semantic Scholar
Revisiting the Noise Model of Stochastic Gradient Descent
Barak Battash, Lior Wolf, Ofir Lindenbaum
2023International Conference on Artificial Intelligence and Statistics49 citations Open access
Semantic Scholar
Locally Sparse Neural Networks for Tabular Biomedical Data
Junchen Yang, Ofir Lindenbaum, Y. Kluger
2021International Conference on Machine Learning48 citations
Semantic Scholar
MultiView Diffusion Maps
Ofir Lindenbaum, Arie Yeredor, Moshe Salhov, A. Averbuch
2015Information Fusion48 citations Open access
Semantic Scholar
HIV viral transcription and immune perturbations in the CNS of people with HIV despite ART
S. Farhadian, Ofir Lindenbaum, Jun Zhao, M. Corley +14 more
2022JCI Insight47 citations Open access
Semantic Scholar
Geometry-Based Data Generation
Ofir Lindenbaum, Jay S. Stanley, Guy Wolf, Smita Krishnaswamy
2018Neural Information Processing Systems39 citations
Semantic Scholar
Differentiable Unsupervised Feature Selection based on a Gated Laplacian
Ofir Lindenbaum, Uri Shaham, Erez Peterfreund, Jonathan Svirsky +2 more
2020Neural Information Processing Systems38 citations
Semantic Scholar
Deep unsupervised feature selection by discarding nuisance and correlated features
Uri Shaham, Ofir Lindenbaum, Jonathan Svirsky, Y. Kluger
2021Neural Networks37 citations Open access
Semantic Scholar
Deep supervised feature selection using Stochastic Gates
Yutaro Yamada, Ofir Lindenbaum, Sahand N. Negahban, Y. Kluger
2018International Conference on Machine Learning36 citations
Semantic Scholar
Local conformal autoencoder for standardized data coordinates
Erez Peterfreund, Ofir Lindenbaum, Felix Dietrich, Tom S. Bertalan +3 more
2020Proceedings of the National Academy of Sciences of the United States of America32 citations Open access
Semantic Scholar
Earthquake-explosion discrimination using diffusion maps
Neta Rabin, Y. Bregman, Ofir Lindenbaum, Y. Ben-Horin +1 more
201628 citations Open access
Semantic Scholar
Interpretable Deep Clustering for Tabular Data
Jonathan Svirsky, Ofir Lindenbaum
2023International Conference on Machine Learning25 citations
Semantic Scholar
Multiview Kernels for Low-Dimensional Modeling of Seismic Events
Ofir Lindenbaum, Y. Bregman, Neta Rabin, A. Averbuch
2017IEEE Transactions on Geoscience and Remote Sensing23 citations Open access
Semantic Scholar
L0-Sparse Canonical Correlation Analysis
Ofir Lindenbaum, Moshe Salhov, A. Averbuch, Y. Kluger
2022International Conference on Learning Representations21 citations
Semantic Scholar
Alignment free identification of clones in B cell receptor repertoires
Ofir Lindenbaum, Nima Nouri, Y. Kluger, S. Kleinstein
2020bioRxiv21 citations Open access
Semantic Scholar
AdaRankGrad: Adaptive Gradient-Rank and Moments for Memory-Efficient LLMs Training and Fine-Tuning
Yehonathan Refael, Jonathan Svirsky, Boris Shustin, Wasim Huleihel +1 more
2024International Conference on Learning Representations20 citations
Semantic Scholar
Array Based Earthquakes-Explosion Discrimination Using Diffusion Maps
Y. Bregman, Ofir Lindenbaum, N. Rabin
2020Pure and Applied Geophysics19 citations
Semantic Scholar
Variational Diffusion Autoencoders with Random Walk Sampling
Henry Li, Ofir Lindenbaum, Xiu-Yuan Cheng, A. Cloninger
2019European Conference on Computer Vision19 citations Open access
Semantic Scholar
Multi-channel fusion for seismic event detection and classification
Ofir Lindenbaum, Neta Rabin, Y. Bregman, A. Averbuch
2016IEEE International Conference on Science of Electrical Engineering19 citations
Semantic Scholar
Learning Coupled Embedding Using MultiView Diffusion Maps
Ofir Lindenbaum, Arie Yeredor, Moshe Salhov
2015Latent Variable Analysis and Signal Separation19 citations
Semantic Scholar
Gaussian bandwidth selection for manifold learning and classification
Ofir Lindenbaum, Moshe Salhov, Arie Yeredor, A. Averbuch
2020Data mining and knowledge discovery18 citations Open access
Semantic Scholar
Knowledge Editing in Language Models via Adapted Direct Preference Optimization
Amit Rozner, Barak Battash, Lior Wolf, Ofir Lindenbaum
2024Conference on Empirical Methods in Natural Language Processing17 citations
Semantic Scholar
Histopathologic and Machine Deep Learning Criteria to Predict Lymphoma Transformation in Bone Marrow Biopsies.
Lina Irshaid, Jonathan Bleiberg, Ethan Weinberger, James Garritano +6 more
2021Archives of Pathology & Laboratory Medicine17 citations Open access
Semantic Scholar
Multi-view kernel consensus for data analysis
Moshe Salhov, Ofir Lindenbaum, Yariv Aizenbud, Abraham Silberschatz +2 more
201617 citations Open access
Semantic Scholar
SG-VAD: Stochastic Gates Based Speech Activity Detection
Jonathan Svirsky, Ofir Lindenbaum
2022IEEE International Conference on Acoustics, Speech, and Signal Processing13 citations Open access
Semantic Scholar
Diffusion Variational Autoencoders
Henry Li, Ofir Lindenbaum, Xiu-Yuan Cheng, Alexander Cloninger
2019arXiv.org13 citations
Semantic Scholar
Randomly Aggregated Least Squares for Support Recovery
Ofir Lindenbaum, Stefan Steinerberger
2020Signal Processing11 citations Open access
Semantic Scholar
Musical key extraction using diffusion maps
Ofir Lindenbaum, Arie Yeredor, I. Cohen
2015Signal Processing11 citations
Semantic Scholar
Domain-Generalizable Multiple-Domain Clustering
Amit Rozner, Barak Battash, Lior Wolf, Ofir Lindenbaum
2023Trans. Mach. Learn. Res.10 citations Open access
Semantic Scholar
The Spectral Underpinning of word2vec
Ariel Jaffe, Y. Kluger, Ofir Lindenbaum, Jonathan Patsenker +2 more
2020Frontiers in Applied Mathematics and Statistics10 citations Open access
Semantic Scholar
Anomaly Detection with Variance Stabilized Density Estimation
Amit Rozner, Barak Battash, Henry Li, Lior Wolf +1 more
2023Conference on Uncertainty in Artificial Intelligence9 citations Open access
Semantic Scholar
TabADM: Unsupervised Tabular Anomaly Detection with Diffusion Models
Guy Zamberg, Moshe Salhov, Ofir Lindenbaum, A. Averbuch
2023arXiv.org9 citations Open access
Semantic Scholar
Support recovery with Projected Stochastic Gates: Theory and application for linear models
Soham Jana, Henry Li, Yutaro Yamada, Ofir Lindenbaum
2021Signal Processing9 citations Open access
Semantic Scholar
Support Recovery with Stochastic Gates: Theory and Application for Linear Models
Soham Jana, Henry Li, Yutaro Yamada, Ofir Lindenbaum
2021arXiv.org8 citations
Semantic Scholar
Probabilistic Robust Autoencoders for Outlier Detection
Ofir Lindenbaum, Yariv Aizenbud, Y. Kluger
20218 citations
Semantic Scholar
Detection of differentially abundant cell subpopulations discriminates biological states in scRNA-seq data
Jun Zhao, Ariel Jaffe, Henry Li, Ofir Lindenbaum +5 more
2019bioRxiv8 citations Open access
Semantic Scholar
Kernel Scaling for Manifold Learning and Classification
Ofir Lindenbaum, Moshe Salhov, Arie Yeredor, A. Averbuch
2017arXiv.org8 citations
Semantic Scholar
Multi-View Kernel Consensus For Data Analysis and Signal Processing
Moshe Salhov, Ofir Lindenbaum, Abraham Silberschatz, Y. Shkolnisky +1 more
2016arXiv.org8 citations
Semantic Scholar
TempoControl: Temporal Attention Guidance for Text-to-Video Models
Shira Schiber, Ofir Lindenbaum, Idan Schwartz
2025arXiv.org7 citations
Semantic Scholar
Multi-modal Differentiable Unsupervised Feature Selection
Junchen Yang, Ofir Lindenbaum, Y. Kluger, Ariel Jaffe
2023Conference on Uncertainty in Artificial Intelligence7 citations Open access
Semantic Scholar
EARLY ONLINE RELEASE
Lina Irshaid, Jonathan Bleiberg, Ethan Weinberger, James Garritano +5 more
20217 citations
Semantic Scholar
Seismic Event Discrimination Using Deep CCA
Ofir Lindenbaum, Neta Rabin, Y. Bregman, A. Averbuch
2020IEEE Geoscience and Remote Sensing Letters7 citations
Semantic Scholar
TransformLLM: Adapting Large Language Models via LLM-Transformed Reading Comprehension Text
Iftach Arbel, Yehonathan Refael, Ofir Lindenbaum
2024arXiv.org6 citations
Semantic Scholar
Refined least squares for support recovery
Ofir Lindenbaum, Stefan Steinerberger
2021Signal Processing6 citations Open access
Semantic Scholar
Let the Data Choose its Features: Differentiable Unsupervised Feature Selection
Ofir Lindenbaum, Uri Shaham, Jonathan Svirsky, Erez Peterfreund +1 more
2020arXiv.org6 citations
Semantic Scholar
LORENZA: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM
Yehonathan Refael, Iftach Arbel, Ofir Lindenbaum, Tom Tirer
2025Trans. Mach. Learn. Res.5 citations
Semantic Scholar
Detecting regions of differential abundance between scRNA-seq datasets
Jun Zhao, Ariel Jaffe, Henry Li, Ofir Lindenbaum +3 more
20205 citations
Semantic Scholar
Principled PCA separates signal from noise in omics count data
Jay S. Stanley, Junchen Yang, Rui-Qi Li, Ofir Lindenbaum +3 more
2025bioRxiv4 citations Open access
Semantic Scholar
Obtaining Favorable Layouts for Multiple Object Generation
Barak Battash, Amit Rozner, Lior Wolf, Ofir Lindenbaum
2024arXiv.org4 citations
Semantic Scholar
Sparse Binarization for Fast Keyword Spotting
Jonathan Svirsky, Uri Shaham, Ofir Lindenbaum
2024Interspeech4 citations Open access
Semantic Scholar