36 citations · 59 across the 12 of their papers we have counts for
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cs.LG2025
Load Forecasting on A Highly Sparse Electrical Load Dataset Using Gaussian Interpolation
Chinmoy Biswas, Nafis Faisal, Vivek Chowdhury +5
Sparsity, defined as the presence of missing or zero values in a dataset, often poses a major challenge while operating on real-life datasets. Sparsity in features or target data o…
cs.LG2022★ 8 cited
Privacy-preserving Non-negative Matrix Factorization with Outliers
Swapnil Saha, Hafiz Imtiaz
Non-negative matrix factorization is a popular unsupervised machine learning algorithm for extracting meaningful features from data which are inherently non-negative. However, such…
cs.LG2019★ 7 cited
Distributed Differentially Private Computation of Functions with Correlated Noise
Hafiz Imtiaz, Jafar Mohammadi, Anand D. Sarwate
Many applications of machine learning, such as human health research, involve processing private or sensitive information. Privacy concerns may impose significant hurdles to collab…