Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and…
Pre-Ictal Seizure Prediction Using Personalized Deep Learningby Shriya Jaddu, Sidh Jaddu, Camilo Gutierrez, Quincy K.…
Transformers learn variable-order Markov chains in-contextby Ruida Zhou, Chao Tian, Suhas DiggaviFirst submitted to arxiv…
Unitary convolutions for learning on graphs and groupsby Bobak T. Kiani, Lukas Fesser, Melanie WeberFirst…
Residual Kolmogorov-Arnold Network for Enhanced Deep Learningby Ray Congrui Yu, Sherry Wu, Jiang GuiFirst submitted…
Structural Constraints for Physics-augmented Learningby Simon Kuang, Xinfan LinFirst submitted to arxiv on: 7 Oct…
Scalar Field Prediction on Meshes Using Interpolated Multi-Resolution Convolutional Neural Networksby Kevin Ferguson, Andrew Gillman,…
DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedbackby Guojun Xiong, Ujwal Dinesha,…
Optimizing Tensor Computation Graphs with Equality Saturation and Monte Carlo Tree Searchby Jakob Hartmann, Guoliang…
Aiding Global Convergence in Federated Learning via Local Perturbation and Mutual Similarity Informationby Emanuel Buttaci,…