most citedVendi Information Gain for Active Learning and its Application to Ecology

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Vendi Information Gain for Active Learning and its Application to Ecology

Quan Nguyen, Adji Bousso Dieng

While monitoring biodiversity through camera traps has become an important endeavor for ecological research, identifying species in the captured image data remains a major bottlene…

cs.LG2025

How Transformers Learn In-Context Recall Tasks? Optimality, Training Dynamics and Generalization

Quan Nguyen, Thanh Nguyen-Tang

We study the approximation capabilities, convergence speeds and on-convergence behaviors of transformers trained on in-context recall tasks -- which requires to recognize the \emph…