Jamshid Sourati

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 14

Top Topics

Artificial Intelligence

Asymptotic Analysis

Fisher Information

Active Learning

Top Venues

DLMIA/ML-CDS@MICCAI

IEEE Trans. Medical Imaging

Publications

Jamshid Sourati, James Evans
Accelerating science with human-aware artificial intelligence. CoRR (2023)
Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan
Towards Robust and Reproducible Active Learning using Neural Networks. CVPR (2022)
Jamshid Sourati, James Evans
Complementary artificial intelligence designed to augment human discovery. CoRR (2022)
Jamshid Sourati, James Evans
Accelerating science with human versus alien artificial intelligences. CoRR (2021)
Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan
Towards Robust and Reproducible Active Learning Using Neural Networks. CoRR (2020)
Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Xavier Tomas-Fernandez, Sila Kurugol, Simon K. Warfield
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning. IEEE Trans. Medical Imaging 38 (11) (2019)
Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Sila Kurugol, Simon K. Warfield
Active Deep Learning with Fisher Information for Patch-Wise Semantic Segmentation. DLMIA/ML-CDS@MICCAI (2018)
Jamshid Sourati, Murat Akçakaya, Deniz Erdogmus, Todd K. Leen, Jennifer G. Dy
A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio. IEEE Trans. Pattern Anal. Mach. Intell. 40 (8) (2018)
Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning. J. Mach. Learn. Res. 18 (2017)
Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. IEEE Trans. Signal Process. 65 (20) (2017)
Jamshid Sourati, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus
Classification Active Learning Based on Mutual Information. Entropy 18 (2) (2016)
Jamshid Sourati, Steven C. Kazmierczak, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus
Assessing subsets of analytes in context of detecting laboratory errors. EMBC (2016)
Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. CoRR (2016)
Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning. CoRR (2016)
Mohammad Moghadamfalahi, Jamshid Sourati, Murat Akçakaya, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus
Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface. MLSP (2015)
Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen
A novel delta check method for detecting laboratory errors. MLSP (2015)
Jamshid Sourati, Deniz Erdogmus, Jennifer G. Dy, Dana H. Brooks
Accelerated Learning-Based Interactive Image Segmentation Using Pairwise Constraints. IEEE Trans. Image Process. 23 (7) (2014)
Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Deniz Erdogmus
Constrained spectral clustering for image segmentation. MLSP (2012)
Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Esra Ataer Cansizoglu, Deniz Erdogmus, Milind Rajadhyaksha
Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin. ICASSP (2012)