Jamshid Sourati

Orcid: 0000-0003-1853-7271

According to our database1, Jamshid Sourati authored at least 16 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Accelerating science with human-aware artificial intelligence.
CoRR, 2023

2022
Complementary artificial intelligence designed to augment human discovery.
CoRR, 2022

Towards Robust and Reproducible Active Learning using Neural Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Accelerating science with human versus alien artificial intelligences.
CoRR, 2021

2019
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning.
IEEE Trans. Medical Imaging, 2019

2018
A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Active Deep Learning with Fisher Information for Patch-Wise Semantic Segmentation.
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.
IEEE Trans. Signal Process., 2017

Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning.
J. Mach. Learn. Res., 2017

2016
Classification Active Learning Based on Mutual Information.
Entropy, 2016

Assessing subsets of analytes in context of detecting laboratory errors.
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.
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.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

2014
Accelerated Learning-Based Interactive Image Segmentation Using Pairwise Constraints.
IEEE Trans. Image Process., 2014

2012
Constrained spectral clustering for image segmentation.
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.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012


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