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Towards Launching AI Algorithms for Cellular Pathology into Clinical & Pharmaceutical Orbits

Dec 17, 2021
Amina Asif, Kashif Rajpoot, David Snead, Fayyaz Minhas, Nasir Rajpoot

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Now You See It, Now You Dont: Adversarial Vulnerabilities in Computational Pathology

Jun 16, 2021
Alex Foote, Amina Asif, Ayesha Azam, Tim Marshall-Cox, Nasir Rajpoot, Fayyaz Minhas

* 10 pages 

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Learning Neural Activations

Dec 27, 2019
Fayyaz ul Amir Afsar Minhas, Amina Asif

* 10 pages 

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Generalized Learning with Rejection for Classification and Regression Problems

Nov 03, 2019
Amina Asif, Fayyaz ul Amir Afsar Minhas

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An embarrassingly simple approach to neural multiple instance classification

May 06, 2019
Amina Asif, Fayyaz ul Amir Afsar Minhas

* Under review in Pattern Recognition Letters, 2019 
* 7 pages 

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Ten ways to fool the masses with machine learning

Jan 07, 2019
Fayyaz Minhas, Amina Asif, Asa Ben-Hur

* 11 pages, 8 figures 

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A generalized meta-loss function for distillation and learning using privileged information for classification and regression

Nov 16, 2018
Amina Asif, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas

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Machine Learning with Abstention for Automated Liver Disease Diagnosis

Nov 11, 2018
Kanza Hamid, Amina Asif, Wajid Abbasi, Durre Sabih, Fayyaz Minhas

* Preprint version before submission for publication. complete version published in proc. 15th International Conference on Frontiers of Information Technology (FIT 2017), December 18-20, 2017, Islamabad, Pakistan. 

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Training large margin host-pathogen protein-protein interaction predictors

Nov 21, 2017
Abdul Hannan Basit, Wajid Arshad Abbasi, Amina Asif, Fayyaz Ul Amir Afsar Minhas

* 12 pages 

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pyLEMMINGS: Large Margin Multiple Instance Classification and Ranking for Bioinformatics Applications

Nov 14, 2017
Amina Asif, Wajid Arshad Abbasi, Farzeen Munir, Asa Ben-Hur, Fayyaz ul Amir Afsar Minhas

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