Jamshid Sourati

According to our database, Jamshid Sourati authored at least 16 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Accelerating science with human-aware artificial intelligence.

Jamshid Sourati, James Evans

CoRR, 2023

2022

Complementary artificial intelligence designed to augment human discovery.

Jamshid Sourati, James Evans

CoRR, 2022

Towards Robust and Reproducible Active Learning using Neural Networks.

Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Accelerating science with human versus alien artificial intelligences.

Jamshid Sourati, James Evans

CoRR, 2021

2019

Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning.

Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Xavier Tomas-Fernandez, Sila Kurugol, Simon K. Warfield

IEEE Trans. Medical Imaging, 2019

2018

A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio.

Jamshid Sourati, Murat Akçakaya, Deniz Erdogmus, Todd K. Leen, Jennifer G. Dy

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Active Deep Learning with Fisher Information for Patch-Wise Semantic Segmentation.

Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Sila Kurugol, Simon K. Warfield

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

2017

An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling.

Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus

IEEE Trans. Signal Process., 2017

Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning.

Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy

J. Mach. Learn. Res., 2017

2016

Classification Active Learning Based on Mutual Information.

Jamshid Sourati, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus

Entropy, 2016

Assessing subsets of analytes in context of detecting laboratory errors.

Jamshid Sourati, Steven C. Kazmierczak, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

A novel delta check method for detecting laboratory errors.

Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface.

Mohammad Moghadamfalahi, Jamshid Sourati, Murat Akçakaya, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

2014

Accelerated Learning-Based Interactive Image Segmentation Using Pairwise Constraints.

Jamshid Sourati, Deniz Erdogmus, Jennifer G. Dy, Dana H. Brooks

IEEE Trans. Image Process., 2014

2012

Constrained spectral clustering for image segmentation.

Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Deniz Erdogmus

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin.

Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Esra Ataer Cansizoglu, Deniz Erdogmus, Milind Rajadhyaksha

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012