Dimension-independent learning rates for high-dimensional classification problemsby Andres Felipe Lerma-Pineda, Philipp Petersen, Simon Frieder, Thomas…
Benign Overfitting in Token Selection of Attention Mechanismby Keitaro Sakamoto, Issei SatoFirst submitted to arxiv…
Efficient Fairness-Performance Pareto Front Computationby Mark Kozdoba, Binyamin Perets, Shie MannorFirst submitted to arxiv on:…
Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasetsby Yasaman Haghbin, Hadi…
Enriched Functional Tree-Based Classifiers: A Novel Approach Leveraging Derivatives and Geometric Featuresby Fabrizio Maturo, Annamaria…
Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Reviewby Danial Sharifrazi, Nouman…
Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustmentby Naoya Hasegawa, Issei SatoFirst submitted to arxiv…
Stress Detection from Photoplethysmography in a Virtual Reality Environmentby Athar Mahmoudi-Nejad, Pierre Boulanger, Matthew GuzdialFirst…
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networksby Jiong Zhu,…
An Effective, Robust and Fairness-aware Hate Speech Detection Frameworkby Guanyi Mou, Kyumin LeeFirst submitted to…