フォロー
Jamshid Sourati
タイトル
引用先
引用先
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
252017
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
242018
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
242017
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
232019
Towards robust and reproducible active learning using neural networks
P Munjal, N Hayat, M Hayat, J Sourati, S Khan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
142022
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
142017
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
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
42015
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
Data on how science is made can make science better
J Sourati, A Belikov, J Evans
PubPub 4 (2), 2022
22022
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
22016
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
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
12015
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, 34-42, 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
Complementary artificial intelligence designed to augment human discovery
J Sourati, J Evans
arXiv preprint arXiv:2207.00902, 2022
2022
Systems and methods for high-order modeling of predictive hypotheses
J Evans, F Shi, J Sourati
US Patent App. 17/451,320, 2022
2022
Information theoretic active learning in unsupervised and supervised problems
J Sourati
Northeastern University, 2016
2016
現在システムで処理を実行できません。しばらくしてからもう一度お試しください。
論文 1–20