Yacoby, Yaniv

1. Failure Modes of Variational Autoencoders and Their Effects on Downstream Tasks
   2020/07/14 by Yaniv Yacoby, Yacoby, Yaniv, Weiwei Pan +3 · 2 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
2. "If it didn't happen, why would I change my decision?": How Judges Respond to Counterfactual Explanations for the Public Safety Assessment
   2022/05/11 by Yaniv Yacoby, Yacoby, Yaniv, Ben Green +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
3. An Empirical Analysis of the Advantages of Finite- v.s. Infinite-Width Bayesian Neural Networks
   2022/11/16 by Jiayu Yao, Yao, Jiayu, Yaniv Yacoby +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications