The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustnessby Mengyao Du,…
Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activationsby Patricia Pauli, Aaron Havens, Alexandre Araujo,…
Sparse and Transferable Universal Singular Vectors Attackby Kseniia Kuvshinova, Olga Tsymboi, Ivan OseledetsFirst submitted to…
Inadequacy of common stochastic neural networks for reliable clinical decision supportby Adrian Lindenmeyer, Malte Blattmann,…
Graph-Informed Neural Networks for Sparse Grid-Based Discontinuity Detectorsby Francesco Della Santa, Sandra PieracciniFirst submitted to…
MambaByte: Token-free Selective State Space Modelby Junxiong Wang, Tushaar Gangavarapu, Jing Nathan Yan, Alexander M.…
The Definitive Guide to Policy Gradients in Deep Reinforcement Learning: Theory, Algorithms and Implementationsby Matthias…
EMP: Effective Multidimensional Persistence for Graph Representation Learningby Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt G. Akcora,…
Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollersby Wei Tao, Shenglin He, Kai Lu, Xiaoyang…
Can I trust my fake data – A comprehensive quality assessment framework for synthetic tabular…