Alexander Bukharin
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
2023/03/18 by Qingru Zhang, Zhang, Qingru, Minshuo Chen +12 · 105 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Llama-Nemotron: Efficient Reasoning Models
2025/05/02 by Akhiad Bercovich, Bercovich, Akhiad, Itay Levy +224 · 1 voice · 29 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
- Data Diversity Matters for Robust Instruction Tuning
2023/11/21 by Alexander Bukharin, Bukharin, Alexander, Li, Shiyang +7 · 12 citations
Mathematics · Psychology · #Behavioral and Psychological Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistics Education and Methodologies
- Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms
2023/10/16 by Alexander Bukharin, Bukharin, Alexander, Yan Li +15 · 7 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Electrostatic Discharge in Electronics
- Robust Reinforcement Learning from Corrupted Human Feedback
2024/06/21 by Alexander Bukharin, Ilgee Hong, Bukharin, Alexander +10 · 6 citations
Computer Science · #Neural Networks and Applications
- NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
2025/08/20 by NVIDIA, Aarti Basant, : +305 · 23 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
2024/06/04 by Ilgee Hong, Hong, Ilgee, Zichong Li +11 · 4 citations
Computer Science · #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics
- Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
2025/07/16 by Mingjie Liu, Shizhe Diao, Liu, Mingjie +40 · 11 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adversarial Training of Reward Models
2025/04/08 by Alexander Bukharin, Bukharin, Alexander, Haifeng Qian +15 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Hate Speech and Cyberbullying Detection
- 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
- Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment
2025/01/31 by Shengyang Sun, Yian Zhang, Sun, Shengyang +27 · 1 voice · 2 citations
Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #cs.CL #cs.LG
- RNR: Teaching Large Language Models to Follow Roles and Rules
2024/09/10 by Kuan Wang, Alexander Bukharin, Wang, Kuan +20 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
- High-resolution Spatio-temporal Model for County-level COVID-19 Activity in the U.S
2020/09/15 by Shixiang Zhu, Alexander Bukharin, Zhu, Shixiang +9 · 2 citations
Mathematics · Medicine · #COVID-19 epidemiological studies #Data-Driven Disease Surveillance #Influenza Virus Research Studies