Search Results for author: Muhammad Ishaq

Found 2 papers, 0 papers with code

Machine Learning Based Missing Values Imputation in Categorical Datasets

no code implementations10 Jun 2023 Muhammad Ishaq, Laila iftikhar, Majid Khan, Asfandyar Khan, Arshad Khan

Our experiments showed that the machine learning algorithms were able to achieve good performance in predicting and imputing the missing values, with some variations depending on the specific dataset and missing value pattern.

Imputation

PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography

no code implementations23 Jan 2019 Maksim Tsikhanovich, Malik Magdon-Ismail, Muhammad Ishaq, Vassilis Zikas

We apply our methodology to two major ML algorithms, namely non-negative matrix factorization (NMF) and singular value decomposition (SVD).

BIG-bench Machine Learning Recommendation Systems

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