Jamshid Sourati
Title
Cited by
Cited by
Year
Classification active learning based on mutual information
J Sourati, M Akcakaya, JG Dy, TK Leen, D Erdogmus
Entropy 18 (2), 51, 2016
262016
A probabilistic active learning algorithm based on fisher information ratio
J Sourati, M Akcakaya, D Erdogmus, TK Leen, JG Dy
IEEE transactions on pattern analysis and machine intelligence 40 (8), 2023-2029, 2017
222017
Asymptotic analysis of objectives based on fisher information in active learning
J Sourati, M Akcakaya, TK Leen, D Erdogmus, JG Dy
The Journal of Machine Learning Research 18 (1), 1123-1163, 2017
222017
Active deep learning with fisher information for patch-wise semantic segmentation
J Sourati, A Gholipour, JG Dy, S Kurugol, SK Warfield
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
182018
Intelligent labeling based on fisher information for medical image segmentation using deep learning
J Sourati, A Gholipour, JG Dy, X Tomas-Fernandez, S Kurugol, ...
IEEE transactions on medical imaging 38 (11), 2642-2653, 2019
162019
An active RBSE framework to generate optimal stimulus sequences in a BCI for spelling
M Moghadamfalahi, M Akcakaya, H Nezamfar, J Sourati, D Erdogmus
IEEE Transactions on Signal Processing 65 (20), 5381-5392, 2017
132017
Accelerated learning-based interactive image segmentation using pairwise constraints
J Sourati, D Erdogmus, JG Dy, DH Brooks
IEEE transactions on image processing 23 (7), 3057-3070, 2014
112014
Towards robust and reproducible active learning using neural networks
P Munjal, N Hayat, M Hayat, J Sourati, S Khan
arXiv preprint arXiv:2002.09564, 2020
52020
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
J Sourati, A Gholipour, JG Dy, S Kurugol, SK Warfield
52018
Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface
M Moghadamfalahi, J Sourati, M Akcakaya, H Nezamfar, M Haghighi, ...
2015 IEEE 25th International Workshop on Machine Learning for Signal …, 2015
52015
Constrained spectral clustering for image segmentation
J Sourati, DH Brooks, JG Dy, D Erdogmus
2012 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2012
42012
Asymptotic analysis of objectives based on fisher information in active learning
J Sourati, M Akcakaya, TK Leen, D Erdogmus, JG Dy
arXiv preprint arXiv:1605.08798, 2016
22016
Accelerating science with human versus alien artificial intelligences
J Sourati, J Evans
arXiv:2104.05188, 2021
12021
Assessing subsets of analytes in context of detecting laboratory errors
J Sourati, SC Kazmierczak, M Akçakaya, JG Dy, TK Leen, D Erdogmus
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
12016
Automated localization of wrinkles and the dermo-epidermal junction in obliquely oriented reflectance confocal microscopic images of human skin
J Sourati, K Kose, M Rajadhyaksha, JG Dy, D Erdogmus, DH Brooks
Photonic Therapeutics and Diagnostics IX 8565, 856503, 2013
12013
Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin
J Sourati, DH Brooks, JG Dy, E Ataer-Cansizoglu, D Erdogmus, ...
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
12012
Information theoretic active learning in unsupervised and supervised problems
J Sourati
Northeastern University, 2016
2016
A novel delta check method for detecting laboratory errors
J Sourati, D Erdogmus, M Akçakaya, SC Kazmierczak, TK Leen
2015 IEEE 25th International Workshop on Machine Learning for Signal …, 2015
2015
Concentration-based Delta Check for Laboratory Error Detection
J Sourati, D Erdogmus, M Akcakaya, SC Kazmierczak, TK Leen
2015
Maximization of Submodular Set Functions
J Sourati, M Akcakaya, YM Marghi, P Gonzalez, D Erdogmus
2015
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Articles 1–20