Graph Classification with GNNs: Optimisation, Representation and Inductive Biasby P. Krishna Kumar a, Harish G.…
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphsby Hao Li, Hao Jiang,…
Vanilla Gradient Descent for Oblique Decision Treesby Subrat Prasad Panda, Blaise Genest, Arvind Easwaran, Ponnuthurai…
Optimal Symmetries in Binary Classificationby Vishal S. Ngairangbam, Michael SpannowskyFirst submitted to arxiv on: 16…
Misclassification excess risk bounds for PAC-Bayesian classification via convexified lossby Tien MaiFirst submitted to arxiv…
Unsupervised Transfer Learning via Adversarial Contrastive Trainingby Chenguang Duan, Yuling Jiao, Huazhen Lin, Wensen Ma,…
Unleash The Power of Pre-Trained Language Models for Irregularly Sampled Time Seriesby Weijia Zhang, Chenlong…
Evaluating Text Classification Robustness to Part-of-Speech Adversarial Examplesby Anahita Samadi, Allison SullivanFirst submitted to arxiv…
Classification of High-dimensional Time Series in Spectral Domain using Explainable Featuresby Sarbojit Roy, Malik Shahid…
RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Classifiers…