275 citations · 551 across the 32 of their papers we have counts for
4 papers · 1 filter
TuiML: Machine Learning for AI Agents
Nilesh Verma, Nick Lim, Albert Bifet +1
Machine-learning libraries such as Weka and scikit-learn were designed for human programmers. Language-model agents now use these same libraries by recalling APIs from memory and w…
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning
Anton Lee, Yaqian Zhang, Heitor Murilo Gomes +2
Continual learning aims to create artificial neural networks capable of accumulating knowledge and skills through incremental training on a sequence of tasks. The main challenge of…
A survey of automatic de-identification of longitudinal clinical narratives
Vithya Yogarajan, Michael Mayo, Bernhard Pfahringer
Use of medical data, also known as electronic health records, in research helps develop and advance medical science. However, protecting patient confidentiality and identity while…
Use of Ensembles of Fourier Spectra in Capturing Recurrent Concepts in Data Streams
Sripirakas Sakthithasan, Russel Pears, Albert Bifet +1
In this research, we apply ensembles of Fourier encoded spectra to capture and mine recurring concepts in a data stream environment. Previous research showed that compact versions…