25 citations · 76 across the 14 of their papers we have counts for
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cs.LG2021★ 1 cited
Contrastive Mixup: Self- and Semi-Supervised learning for Tabular Domain
Sajad Darabi, Shayan Fazeli, Ali Pazoki +2
Recent literature in self-supervised has demonstrated significant progress in closing the gap between supervised and unsupervised methods in the image and text domains. These metho…
cs.LG2021★ 1 cited
Synthesising Multi-Modal Minority Samples for Tabular Data
Sajad Darabi, Yotam Elor
Real-world binary classification tasks are in many cases imbalanced, where the minority class is much smaller than the majority class. This skewness is challenging for machine lear…