Tavakoli, Arash

1. On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks
   2022/03/17 by Maximilian Seitzer, Seitzer, Maximilian, Arash Tavakoli +5 · 21 citations
   Computer Science · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks
2. Multimodal Driver State Modeling through Unsupervised Learning
   2021/10/04 by Arash Tavakoli, Tavakoli, Arash, Arsalan Heydarian +1 · 2 citations
   Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Time Series Analysis and Forecasting
3. Learning to Represent Action Values as a Hypergraph on the Action Vertices
   2020/10/28 by Tavakoli, Arash, Fatemi, Mehdi, Kormushev, Petar · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Unveiling the Impact of Cognitive Distraction on Cyclists Psycho-behavioral Responses in an Immersive Virtual Environment
   2023/07/14 by Xiang Guo, Arash Tavakoli, Guo, Xiang +5 · 2 citations
   Neuroscience · Psychology · #Behavioral Health and Interventions #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Neural and Behavioral Psychology Studies
5. Rethinking infrastructure design: Evaluating pedestrians and VRUs' psychophysiological and behavioral responses to different roadway designs
   2022/10/03 by Guo, Xiang, Angulo, Austin, Tavakoli, Arash +3 · 1 citation
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #J.4
6. Driver State Modeling through Latent Variable State Space Framework in the Wild
   2022/03/02 by Tavakoli, Arash, Boker, Steven, Heydarian, Arsalan · 1 citation
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)