Black Boxes and Looking Glasses: Multilevel Symmetries, Reflection Planes, and Convex Optimization in Deep Networksby…
FastLRNR and Sparse Physics Informed Backpropagationby Woojin Cho, Kookjin Lee, Noseong Park, Donsub Rim, Gerrit…
The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC…
Discovering Message Passing Hierarchies for Mesh-Based Physics Simulationby Huayu Deng, Xiangming Zhu, Yunbo Wang, Xiaokang…
P1-KAN: an effective Kolmogorov-Arnold network with application to hydraulic valley optimizationby Xavier WarinFirst submitted to…
Lightning UQ Box: A Comprehensive Framework for Uncertainty Quantification in Deep Learningby Nils Lehmann, Jakob…
Linear Transformer Topological Masking with Graph Random Featuresby Isaac Reid, Kumar Avinava Dubey, Deepali Jain,…
On the Hardness of Learning One Hidden Layer Neural Networksby Shuchen Li, Ilias Zadik, Manolis…
Spatial-aware decision-making with ring attractors in reinforcement learning systemsby Marcos Negre Saura, Richard Allmendinger, Wei…
Optimization Proxies using Limited Labeled Data and Training Time – A Semi-Supervised Bayesian Neural Network…