Tensor-Based Foundations of Ordinary Least Squares and Neural Network Regression Modelsby Roberto Dias AlgarteFirst submitted…
Puppet-CNN: Input-Adaptive Convolutional Neural Networks with Model Compression using Ordinary Differential Equationby Yucheng Xing, Xin…
Attention-Based Reconstruction of Full-Field Tsunami Waves from Sparse Tsunameter Networksby Edward McDugald, Arvind Mohan, Darren…
Eliminating Ratio Bias for Gradient-based Simulated Parameter Estimationby Zehao Li, Yijie PengFirst submitted to arxiv…
Visualizing Loss Functions as Topological Landscape Profilesby Caleb Geniesse, Jiaqing Chen, Tiankai Xie, Ge Shi,…
SNN-Based Online Learning of Concepts and Action Laws in an Open Worldby Christel Grimaud, Dominique…
Higher Order Graph Attention Probabilistic Walk Networksby Thomas Bailie, Yun Sing Koh, Karthik MukkavilliFirst submitted…
BALI: Learning Neural Networks via Bayesian Layerwise Inferenceby Richard Kurle, Alexej Klushyn, Ralf HerbrichFirst submitted…
Feature Selection for Network Intrusion Detectionby Charles Westphal, Stephen Hailes, Mirco MusolesiFirst submitted to arxiv…
Physics Encoded Blocks in Residual Neural Network Architectures for Digital Twin Modelsby Muhammad Saad Zia,…