Yonatan Geifman

1. Selective Classification for Deep Neural Networks
   2017/05/23 by Yonatan Geifman, Ran El-Yaniv, Ran El‐Yaniv +2 · 1 voice · 84 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #cs.AI #cs.LG
2. SelectiveNet: A Deep Neural Network with an Integrated Reject Option
   2019/01/26 by Yonatan Geifman, Ran El‐Yaniv, Geifman, Yonatan +1 · 39 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
3. Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers
   2018/05/21 by Yonatan Geifman, Geifman, Yonatan, Guy Uziel +3 · 13 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
4. FFN Fusion: Rethinking Sequential Computation in Large Language Models
   2025/03/24 by Akhiad Bercovich, Mohammad Dabbah, Bercovich, Akhiad +33 · 1 voice · 1 citation
   #cs.LG
5. Puzzle: Distillation-Based NAS for Inference-Optimized LLMs
   2024/11/28 by Akhiad Bercovich, Tomer Ronen, Bercovich, Akhiad +48 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
6. Deep Active Learning with a Neural Architecture Search
   2018/11/19 by Yonatan Geifman, Ran El‐Yaniv, Geifman, Yonatan +1 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
7. Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
   2025/12/23 by NVIDIA, :, Aaron Blakeman +629 · 1 voice · 2 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
8. Window-Based Distribution Shift Detection for Deep Neural Networks
   2022/10/19 by Guy Bar-Shalom, Yonatan Geifman, Bar-Shalom, Guy +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification