Qudrat E. Alahy Ratul

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Machine Learning

Axiomatic Characterization

Benchmark Datasets

Top Venues

Publications

Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra
Attribution Methods Assessment for Interpretable Machine Learning. SEBD (2023)
Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra
An AI Framework for Modelling and Evaluating Attribution Methods in Enhanced Machine Learning Interpretability. COMPSAC (2023)
Brian Daley, Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea
GAPS: Generality and Precision with Shapley Attribution. Big Data (2022)
Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea
Evaluating Attribution Methods in Machine Learning Interpretability. IEEE BigData (2021)
Edoardo Serra, Sujeet Ayyapureddi, Qudrat E. Alahy Ratul, Anna Cinzia Squicciarini
A Few Shot Transfer Learning Approach Identifying Private Images With Fast User Personalization. IEEE BigData (2021)