Federated Learning for Tabular Data using TabNet: A Vehicular Use-Caseby William Lindskog, Christian PrehoferFirst submitted…
Dyna-Style Learning with A Macroscopic Model for Vehicle Platooning in Mixed-Autonomy Trafficby Yichuan Zou, Li…
Few-sample Variational Inference of Bayesian Neural Networks with Arbitrary Nonlinearitiesby David J. SchodtFirst submitted to…
Language-Enhanced Latent Representations for Out-of-Distribution Detection in Autonomous Drivingby Zhenjiang Mao, Dong-You Jhong, Ao Wang,…
Optimization without Retraction on the Random Generalized Stiefel Manifoldby Simon Vary, Pierre Ablin, Bin Gao,…
A deep causal inference model for fully-interpretable travel behaviour analysisby Kimia Kamal, Bilal FarooqFirst submitted…
Individual Fairness Through Reweighting and Tuningby Abdoul Jalil Djiberou Mahamadou, Lea Goetz, Russ AltmanFirst submitted…
Interpretable Vital Sign Forecasting with Model Agnostic Attention Mapsby Yuwei Liu, Chen Dan, Anubhav Bhatti,…
Robust Risk-Sensitive Reinforcement Learning with Conditional Value-at-Riskby Xinyi Ni, Lifeng LaiFirst submitted to arxiv on:…
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMsby Sanmitra Ghosh, Paul J. Birrell, Daniela De…