Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothersby Alicia Curth, Alan…
Mapping the Multiverse of Latent Representationsby Jeremy Wayland, Corinna Coupette, Bastian RieckFirst submitted to arxiv…
Enhancing Stochastic Gradient Descent: A Unified Framework and Novel Acceleration Methods for Faster Convergenceby Yichuan…
A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passingby Chengrui Li, Weihan Li,…
Can MLLMs Perform Text-to-Image In-Context Learning?by Yuchen Zeng, Wonjun Kang, Yicong Chen, Hyung Il Koo,…
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecastby Wanghan Xu, Kang Chen, Tao Han,…
A Unified Framework for Center-based Clustering of Distributed Databy Aleksandar Armacki, Dragana Bajović, Dušan Jakovetić,…
Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inferenceby Man-Jie Yuan, Zheng Zou, Wei GaoFirst submitted to…
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrumby Tin Sum Cheng, Aurelien Lucchi, Anastasis…
Supervised Algorithmic Fairness in Distribution Shifts: A Surveyby Minglai Shao, Dong Li, Chen Zhao, Xintao…