Amin Nejatbakhsh

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Linear Regression

Joint Segmentation

Negative Matrix Factorization

Point Set Registration

Top Venues

Publications

Amin Nejatbakhsh, Isabel Garon, Alex Williams
Estimating Noise Correlations Across Continuous Conditions With Wishart Processes. NeurIPS (2023)
Amin Nejatbakhsh, Neel Dey, Vivek Venkatachalam, Eviatar Yemini, Liam Paninski, Erdem Varol
Learning Probabilistic Piecewise Rigid Atlases of Model Organisms via Generative Deep Networks. IPMI (2023)
Michael Skuhersky, Tailin Wu, Eviatar Yemini, Amin Nejatbakhsh, Edward S. Boyden, Max Tegmark
Toward a more accurate 3D atlas of C. elegans neurons. BMC Bioinform. 23 (1) (2022)
Ari Pakman, Amin Nejatbakhsh, Dar Gilboa, Abdullah Makkeh, Luca Mazzucato, Michael Wibral, Elad Schneidman
Estimating the Unique Information of Continuous Variables. NeurIPS (2021)
Amin Nejatbakhsh, Erdem Varol
Neuron matching in C. elegans with robust approximate linear regression without correspondence. WACV (2021)
Gonzalo E. Mena, Amin Nejatbakhsh, Erdem Varol, Jonathan Niles-Weed
Sinkhorn EM: An Expectation-Maximization algorithm based on entropic optimal transport. CoRR (2020)
Amin Nejatbakhsh, Erdem Varol, Eviatar Yemini, Vivek Venkatachalam, Albert Lin, Aravinthan D. T. Samuel, Oliver Hobert, Liam Paninski
Demixing Calcium Imaging Data in C. elegans via Deformable Non-negative Matrix Factorization. MICCAI (5) (2020)
Erdem Varol, Amin Nejatbakhsh, Ruoxi Sun, Gonzalo E. Mena, Eviatar Yemini, Oliver Hobert, Liam Paninski
Statistical Atlas of C. elegans Neurons. MICCAI (5) (2020)
Amin Nejatbakhsh, Erdem Varol, Eviatar Yemini, Oliver Hobert, Liam Paninski
Probabilistic Joint Segmentation and Labeling of C. elegans Neurons. MICCAI (5) (2020)
Erdem Varol, Amin Nejatbakhsh, Conor McGrory
Temporal Wasserstein non-negative matrix factorization for non-rigid motion segmentation and spatiotemporal deconvolution. CoRR (2019)
Gonzalo E. Mena, Erdem Varol, Amin Nejatbakhsh, Eviatar Yemini, Liam Paninski
Sinkhorn Permutation Variational Marginal Inference. AABI (2019)
Erdem Varol, Amin Nejatbakhsh
Robust approximate linear regression without correspondence. CoRR (2019)
Erdem Varol, Amin Nejatbakhsh
Wasserstein total variation filtering. CoRR (2019)