Amin Nejatbakhsh

16 papers A* 4A 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A* conf
Comparing noisy neural population dynamics using optimal transport distances.
ICLR
Amin Nejatbakhsh, Victor Geadah, Alex H. Williams, David Lipshutz
2025 A* conf
Identifying Neural Dynamics Using Interventional State Space Models.
ICML
Amin Nejatbakhsh, Yixin Wang
2024 J jnl
Versatile multiple object tracking in sparse 2D/3D videos via deformable image registration.
PLoS Comput. Biol.
James Ryu, Amin Nejatbakhsh, Mahdi Torkashvand, Sahana Gangadharan, Maedeh Seyedolmohadesin, Jinmahn Kim, Liam Paninski, Vivek Venkatachalam
2023 A* conf
Estimating Noise Correlations Across Continuous Conditions With Wishart Processes.
NeurIPS
Amin Nejatbakhsh, Isabel Garon, Alex Williams
2023 — conf
Learning Probabilistic Piecewise Rigid Atlases of Model Organisms via Generative Deep Networks.
IPMI
Amin Nejatbakhsh, Neel Dey, Vivek Venkatachalam, Eviatar Yemini, Liam Paninski, Erdem Varol
2022 J jnl
Toward a more accurate 3D atlas of C. elegans neurons.
BMC Bioinform.
Michael Skuhersky, Tailin Wu, Eviatar Yemini, Amin Nejatbakhsh, Edward S. Boyden, Max Tegmark
2021 A* conf
Estimating the Unique Information of Continuous Variables.
NeurIPS
Ari Pakman, Amin Nejatbakhsh, Dar Gilboa, Abdullah Makkeh, Luca Mazzucato, Michael Wibral, Elad Schneidman
2021 A conf
Neuron matching in C. elegans with robust approximate linear regression without correspondence.
WACV
Amin Nejatbakhsh, Erdem Varol
2020 — conf
Demixing Calcium Imaging Data in C. elegans via Deformable Non-negative Matrix Factorization.
MICCAI (5)
Amin Nejatbakhsh, Erdem Varol, Eviatar Yemini, Vivek Venkatachalam, Albert Lin, Aravinthan D. T. Samuel, Oliver Hobert, Liam Paninski
2020 — conf
Probabilistic Joint Segmentation and Labeling of C. elegans Neurons.
MICCAI (5)
Amin Nejatbakhsh, Erdem Varol, Eviatar Yemini, Oliver Hobert, Liam Paninski
2020 J jnl
Sinkhorn EM: An Expectation-Maximization algorithm based on entropic optimal transport.
CoRR
Gonzalo E. Mena, Amin Nejatbakhsh, Erdem Varol, Jonathan Niles-Weed
2020 — conf
Statistical Atlas of C. elegans Neurons.
MICCAI (5)
Erdem Varol, Amin Nejatbakhsh, Ruoxi Sun, Gonzalo E. Mena, Eviatar Yemini, Oliver Hobert, Liam Paninski
2019 J jnl
Robust approximate linear regression without correspondence.
CoRR
Erdem Varol, Amin Nejatbakhsh
2019 — conf
Sinkhorn Permutation Variational Marginal Inference.
AABI
Gonzalo E. Mena, Erdem Varol, Amin Nejatbakhsh, Eviatar Yemini, Liam Paninski
2019 J jnl
Temporal Wasserstein non-negative matrix factorization for non-rigid motion segmentation and spatiotemporal deconvolution.
CoRR
Erdem Varol, Amin Nejatbakhsh, Conor McGrory
2019 J jnl
Wasserstein total variation filtering.
CoRR
Erdem Varol, Amin Nejatbakhsh