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04/04/2023
Learning from data with structured missingness
Missing data are an unavoidable complication in many machine learning ta...
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05/17/2019
Contrastive Fairness in Machine Learning
We present contrastive fairness, a new direction in causal inference app...
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05/03/2019
Distance Metric Learned Collaborative Representation Classifier
Any generic deep machine learning algorithm is essentially a function fi...
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03/21/2019
PProCRC: Probabilistic Collaboration of Image Patches
We present a conditional probabilistic framework for collaborative repre...
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01/28/2019
CoCoNet: A Collaborative Convolutional Network
We present an end-to-end CNN architecture for fine-grained visual recogn...
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10/25/2017