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Full name Familienname, Vorname
Naseer, Mahum
 
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Own Publications Eigene Publikationen

Results 1-8 of 8 (Search time: 0.003 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Naseer, Mahum ; Bhatti, Iram Tariq ; Hasan, Osman ; Shafique, Muhammad Considering the Impact of Noise on Machine Learning AccuracyBook Contribution Buchbeitrag 7-Oct-2023
2Naseer-2023-ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS-vor.pdf.jpgNaseer, Mahum ; Hasan, Osman ; Shafique, Muhammad QuanDA: GPU accelerated quantitative deep neural network analysisArticle Artikel Oct-2023
3Naseer, Mahum ; Hasan, Osman ; Shafique, Muhammad Scaling Model Checking for Neural Network Analysis via State-Space Reduction and Input SegmentationInproceedings Konferenzbeitrag 2023
4Naseer, Mahum ; Shafique, Muhammad Poster: Link between Bias, Node Sensitivity and Long-Tail Distribution in trained DNNsInproceedings Konferenzbeitrag 2023
5Naseer-2023-Machine Learning-vor.pdf.jpgNaseer, Mahum ; Prabakaran, Bharath Srinivas ; Hasan, Osman ; Shafique, Muhammad UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networksArticle Artikel 2023
6Bhatti, Iram Tariq ; Naseer, Mahum ; Shafique, Muhammad ; Hasan, Osman A formal approach to identifying the impact of noise on neural networksArticle Artikel 2022
7Naseer, Mahum ; Minhas, Mishal Fatima ; Khalid, Faiq ; Hanif, Muhammad Abdullah ; Hasan, Osman ; Shafique, Muhammad FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural NetworksKonferenzbeitrag Inproceedings 2020
8Shafique, Muhammad ; Naseer, Mahum ; Theocharides, Theocharis ; Kyrkou, Christos ; Mutlu, Onur ; Orosa, Lois ; Choi, Jungwook Robust Machine Learning Systems: Challenges,Current Trends, Perspectives, and the Road AheadArtikel Article 2020