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cs.LG2020
AILearn: An Adaptive Incremental Learning Model for Spoof Fingerprint Detection
Shivang Agarwal, Ajita Rattani, C. Ravindranath Chowdary
Incremental learning enables the learner to accommodate new knowledge without retraining the existing model. It is a challenging task which requires learning from new data as well…
cs.LG2019
EILearn: Learning Incrementally Using Previous Knowledge Obtained From an Ensemble of Classifiers
Shivang Agarwal, C. Ravindranath Chowdary, Shripriya Maheshwari
We propose an algorithm for incremental learning of classifiers. The proposed method enables an ensemble of classifiers to learn incrementally by accommodating new training data. W…