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Ravi, Kislaya

  1. Multi-fidelity Constrained Optimization for Stochastic Black Box Simulators
    2023/11/25 by Atul Agrawal, Kislaya Ravi, Agrawal, Atul +5 · 1 citation
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Simulation Techniques and Applications #Stochastic Gradient Optimization Techniques
  2. Multi-fidelity Gaussian process surrogate modeling for regression problems in physics
    2024/04/18 by Kislaya Ravi, Ravi, Kislaya, Vladyslav Fediukov +11 · 1 citation
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics and Probability (physics.data-an)