Nikolas Kantas

1. On Particle Methods for Parameter Estimation in State-Space Models
   2015/08/01 by Nikolas Kantas, Arnaud Doucet, Sumeetpal S. Singh +2 · 9 citations
2. Joint Entropy Search for Multi-objective Bayesian Optimization
   2022/10/06 by Ben Tu, Tu, Ben, Axel Gandy +5 · 7 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
3. A Lagged Particle Filter for Stable Filtering of certain High-Dimensional State-Space Models
   2021/10/02 by Hamza Ruzayqat, Ruzayqat, Hamza, Aimad Er-Raiy +9 · 1 citation
   Computer Science · Social Sciences · #60G35 #60J10 #60J20 #62M20 #93E11 #94A12 #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Insurance, Mortality, Demography, Risk Management #Numerical Analysis (math.NA) #Probability (math.PR) #Target Tracking and Data Fusion in Sensor Networks
4. Score-Based Parameter Estimation for a Class of Continuous-Time State\n Space Models
   2020/08/18 by Alexandros Beskos, Dan Crisan, Beskos, Alexandros +7 · 1 citation
   Decision Sciences · Mathematics · Medicine · #60G35 #60H10 #60H35 #60J60 #60J65 #62F99 #65C05 #65C30 #65C35 #91G60 #93E11 #Advanced Neuroimaging Techniques and Applications #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Probability (math.PR) #Statistical Methods and Bayesian Inference #demographic modeling and climate adaptation
5. Multi-objective optimisation via the R2 utilities
   2023/05/19 by Ben Tu, Nikolas Kantas, Tu, Ben +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference
6. Mixing Time Bounds for the Gibbs Sampler under Isoperimetry
   2025/06/27 by A. Goyal, George Deligiannidis, Goyal, Alexander +3 · 2 citations
   Mathematics · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Random Matrices and Applications #Statistics Theory (math.ST) #Stochastic processes and statistical mechanics