On the Improvement of Generalization and Stability of Forward-Only Learning via Neural Polarizationby Erik B.…
A Benchmark Time Series Dataset for Semiconductor Fabrication Manufacturing Constructed using Component-based Discrete-Event Simulation Modelsby…
Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneouslyby Dong Li, Chen Zhao, Minglai…
Improvement of Bayesian PINN Training Convergence in Solving Multi-scale PDEs with Noiseby Yilong Hou, Xi'an…
Mutual Information Multinomial Estimationby Yanzhi Chen, Zijing Ou, Adrian Weller, Yingzhen LiFirst submitted to arxiv…
Error Bounds For Gaussian Process Regression Under Bounded Support Noise With Applications To Safety Certificationby…
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3…
Twin Sorting Dynamic Programming Assisted User Association and Wireless Bandwidth Allocation for Hierarchical Federated Learningby…
On the KL-Divergence-based Robust Satisficing Modelby Haojie Yan, Minglong Zhou, Jiayi GuoFirst submitted to arxiv…
CAT: Caution Aware Transfer in Reinforcement Learning via Distributional Riskby Mohamad Fares El Hajj Chehade,…