Search Results for author: Lin An

Found 5 papers, 2 papers with code

Real-Time Personalization with Simple Transformers

no code implementations1 Mar 2025 Lin An, Andrew A. Li, Vaisnavi Nemala, Gabriel Visotsky

However, these models struggle to capture complex user behaviors, which are essential for making accurate recommendations.

MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images

1 code implementation12 Dec 2024 Lehan Wang, Chongchong Qi, Chubin Ou, Lin An, Mei Jin, Xiangbin Kong, Xiaomeng Li

Existing multi-modal learning methods on fundus and OCT images mostly require both modalities to be available and strictly paired for training and testing, which appears less practical in clinical scenarios.

Diagnostic Transfer Learning

Best of Many in Both Worlds: Online Resource Allocation with Predictions under Unknown Arrival Model

no code implementations21 Feb 2024 Lin An, Andrew A. Li, Benjamin Moseley, Gabriel Visotsky

We tightly characterize, via a formal lower bound, the extent to which any algorithm can optimally leverage predictions (that is, to ``follow'' the predictions when accurate, and ``ignore'' them when inaccurate) without knowing the prediction accuracy or the underlying arrival model.

Prediction Time Series

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