Geifman, Yonatan

1. Selective Classification for Deep Neural Networks
   2017/05/23 by Yonatan Geifman, Ran El-Yaniv, Geifman, Yonatan +2 · 1 voice · 77 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 · 37 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
3. Llama-Nemotron: Efficient Reasoning Models
   2025/05/02 by Akhiad Bercovich, Bercovich, Akhiad, Itay Levy +224 · 1 voice · 41 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
4. Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers
   2018/05/21 by Yonatan Geifman, Guy Uziel, Geifman, Yonatan +3 · 10 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
5. Deep Active Learning over the Long Tail
   2017/11/02 by Geifman, Yonatan, El-Yaniv, Ran · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. 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
7. 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
8. NVIDIA Nemotron 3: Efficient and Open Intelligence
   2025/12/24 by NVIDIA, Aaron Blakeman, : +453 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
9. 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
10. Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
    2025/12/23 by NVIDIA, :, Aaron Blakeman +623 · 1 voice · 2 citations
    #cs.CL #cs.AI #cs.LG