Meta-learning Loss Functions of Parametric Partial Differential Equations Using Physics-Informed Neural Networksby Michail Koumpanakis, Ricardo…
Hybrid Spiking Neural Network – Transformer Video Classification Modelby Aaron BateniFirst submitted to arxiv on:…
Robust Testing for Deep Learning using Human Label Noiseby Gordon Lim, Stefan Larson, Kevin LeachFirst…
Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcareby…
Average-Over-Time Spiking Neural Networks for Uncertainty Estimation in Regressionby Tao Sun, Sander BohtéFirst submitted to…
Bandit Learning in Matching Markets: Utilitarian and Rawlsian Perspectivesby Hadi Hosseini, Duohan ZhangFirst submitted to…
BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settingsby Karine Karine,…
HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecastingby Shaohan Yu, Pan Deng, Yu Zhao, Junting Liu,…
One Model for One Graph: A New Perspective for Pretraining with Cross-domain Graphsby Jingzhe Liu,…
Nonlinearity and Uncertainty Informed Moment-Matching Gaussian Mixture Splittingby Jackson Kulik, Keith A. LeGrandFirst submitted to…