Tutunov, Rasul

1. HEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation
   2020/12/07 by Alexander I. Cowen-Rivers, Cowen-Rivers, Alexander I., Wenlong Lyu +19 · 16 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC)
2. High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning
   2021/06/07 by Grosnit, Antoine, Tutunov, Rasul, Maraval, Alexandre Max +9 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. BOiLS: Bayesian Optimisation for Logic Synthesis
   2021/11/11 by Antoine Grosnit, Cédric Malherbe, Grosnit, Antoine +9 · 6 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #VLSI and Analog Circuit Testing
4. AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation
   2022/01/29 by Khan, Asif, Cowen-Rivers, Alexander I., Grosnit, Antoine +12 · 2 citations
   #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
5. Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret
   2015/05/21 by Ammar, Haitham Bou, Tutunov, Rasul, Eaton, Eric · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Why Can Large Language Models Generate Correct Chain-of-Thoughts?
   2023/10/20 by Rasul Tutunov, Antoine Grosnit, Tutunov, Rasul +7 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Are we Forgetting about Compositional Optimisers in Bayesian Optimisation?
   2020/12/15 by Grosnit, Antoine, Cowen-Rivers, Alexander I., Tutunov, Rasul +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)