DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysisby YongKyung Oh, Dong-Young…
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasksby Kaizheng Wang, Keivan Shariatmadar,…
MISS: Multiclass Interpretable Scoring Systemsby Michal K. Grzeszczyk, Tomasz Trzciński, Arkadiusz SitekFirst submitted to arxiv…
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddingsby Florin Leon, Marius…
Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformerby Teru Nagamori, Sayaka Shiota, Hitoshi KiyaFirst…
Advancing Ante-Hoc Explainable Models through Generative Adversarial Networksby Tanmay Garg, Deepika Vemuri, Vineeth N BalasubramanianFirst…
Air Quality Forecasting Using Machine Learning: A Global perspective with Relevance to Low-Resource Settingsby Mulomba…
PhilEO Bench: Evaluating Geo-Spatial Foundation Modelsby Casper Fibaek, Luke Camilleri, Andreas Luyts, Nikolaos Dionelis, Bertrand…
Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processesby Victor Dheur, Tanguy Bosser,…
On The Potential of The Fractal Geometry and The CNNs Ability to Encode itby Julia…