Asghari, Seyed Mohammad

1. Epistemic Neural Networks
   2021/07/19 by Osband, Ian, Wen, Zheng, Asghari, Seyed Mohammad +4 · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Efficient Exploration for LLMs
   2024/02/01 by Dwaracherla, Vikranth, Asghari, Seyed Mohammad, Hao, Botao +1 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Fine-Tuning Language Models via Epistemic Neural Networks
   2022/11/03 by Ian Osband, Osband, Ian, Seyed Mohammad Asghari +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. The Neural Testbed: Evaluating Joint Predictions
   2021/10/09 by Ian Osband, Wen Zheng, Osband, Ian +17 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Evaluating High-Order Predictive Distributions in Deep Learning
   2022/02/28 by Osband, Ian, Wen, Zheng, Asghari, Seyed Mohammad +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Optimal Local and Remote Controllers with Unreliable Communication
   2016/06/23 by Ouyang, Yi, Asghari, Seyed Mohammad, Nayyar, Ashutosh · 1 citation
   #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Approximate Thompson Sampling via Epistemic Neural Networks
   2023/02/18 by Ian Osband, Wen Zheng, Osband, Ian +11 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing