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* Each winner receives mentorship and USD $40,000 in research funding AMSTERDAM -- Qualcomm Technologies, Inc., announced today the winners of the 14th edition of Qualcomm Innovation Fellowship ...
If a machine-learning model is trained using an unbalanced dataset, such as one that contains far more images of people with lighter skin than people with
MIT researchers have found that, if a certain type of machine learning model is trained using an unbalanced dataset, the bias that it learns is impossible to fix after the fact. They developed a technique that induces fairness directly into the model, no matter how unbalanced the training dataset was, which can boost the model’s performance on downstream tasks.