Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decompositionby Dongxie Wen, Xiao Zhang,…
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learningby Jingyang Li, Jiachun Pan, Vincent Y.…
Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samplesby Thomas T. Zhang, Bruce…
Time Series Viewmakers for Robust Disruption Predictionby Dhruva Chayapathy, Tavis Siebert, Lucas Spangher, Akshata Kishore…
A Bilevel Optimization Framework for Imbalanced Data Classificationby Karen Medlin, Sven Leyffer, Krishnan RaghavanFirst submitted…
An Explainable AI Model for Predicting the Recurrence of Differentiated Thyroid Cancerby Mohammad Al-Sayed Ahmad,…
The State of Julia for Scientific Machine Learningby Edward Berman, Jacob GinesinFirst submitted to arxiv…
Graph Masked Autoencoder for Spatio-Temporal Graph Learningby Qianru Zhang, Haixin Wang, Siu-Ming Yiu, Hongzhi YinFirst…
ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategyby Hong Li, Zhiquan Tan, Xingyu…
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasetsby Kyungeun Lee, Wonjong…