Petiushko, Aleksandr

1. Nonparametric Uncertainty Quantification for Single Deterministic Neural Network
   2022/02/07 by Nikita Kotelevskii, Aleksandr Artemenkov, Kotelevskii, Nikita +11 · 7 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
   2025/02/28 by Zhang, Jiawei, Yang, Xuan, Wang, Taiqi +3 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
3. CIMRL: Combining IMitation and Reinforcement Learning for Safe Autonomous Driving
   2024/06/13 by Booher, Jonathan, Rohanimanesh, Khashayar, Xu, Junhong +5 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Robustness Threats of Differential Privacy
   2020/12/14 by Tursynbek, Nurislam, Petiushko, Aleksandr, Oseledets, Ivan · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)