Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classificationby Mohamed Abdelhamid,…
DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decouplingby K. Mancini, I. RekikFirst submitted…
Canonical Correlation Guided Deep Neural Networkby Zhiwen Chen, Siwen Mo, Haobin Ke, Steven X. Ding,…
Generalization Error of the Tilted Empirical Riskby Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad…
Calibrated Probabilistic Forecasts for Arbitrary Sequencesby Charles Marx, Volodymyr Kuleshov, Stefano ErmonFirst submitted to arxiv…
Boosting SISSO Performance on Small Sample Datasets by Using Random Forests Prescreening for Complex Feature…
Group & Reweight: A Novel Cost-Sensitive Approach to Mitigating Class Imbalance in Network Traffic Classificationby…
A Characterization of List Regressionby Chirag Pabbaraju, Sahasrajit SarmasarkarFirst submitted to arxiv on: 28 Sep…
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learningby Xinrui Wang, Chuanxing Geng,…
LML-DAP: Language Model Learning a Dataset for Data-Augmented Predictionby Praneeth VadlapatiFirst submitted to arxiv on:…