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ORCIDJamshid Sourati
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2020 – today
- 2023
[i6]Jamshid Sourati, James Evans:
Accelerating science with human-aware artificial intelligence. CoRR abs/2306.01495 (2023)- 2022
- [c7]Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan:
Towards Robust and Reproducible Active Learning using Neural Networks. CVPR 2022: 223-232 - [i5]Jamshid Sourati, James Evans:
Complementary artificial intelligence designed to augment human discovery. CoRR abs/2207.00902 (2022) - 2021
- [i4]Jamshid Sourati, James Evans:
Accelerating science with human versus alien artificial intelligences. CoRR abs/2104.05188 (2021) - 2020
- [i3]Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan:
Towards Robust and Reproducible Active Learning Using Neural Networks. CoRR abs/2002.09564 (2020)
2010 – 2019
- 2019
- [j6]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): 2642-2653 (2019) - 2018
- [j5]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): 2023-2029 (2018) - [c6]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: 83-91 - 2017
- [j4]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: 34:1-34:41 (2017) - [j3]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): 5381-5392 (2017) - 2016
- [j2]Jamshid Sourati, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus:
Classification Active Learning Based on Mutual Information. Entropy 18(2): 51 (2016) - [c5]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: 5793-5796 - [i2]Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy:
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning. CoRR abs/1605.08798 (2016) - [i1]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 abs/1607.03578 (2016) - 2015
- [c4]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: 1-6 - [c3]Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen:
A novel delta check method for detecting laboratory errors. MLSP 2015: 1-6 - 2014
- [j1]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): 3057-3070 (2014) - 2012
- [c2]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: 705-708 - [c1]Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Deniz Erdogmus:
Constrained spectral clustering for image segmentation. MLSP 2012: 1-6
Coauthor Index
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