Sara Shashaani

1. ASTRO-DF: A Class of Adaptive Sampling Trust-Region Algorithms for\n Derivative-Free Stochastic Optimization
   2016/10/20 by Sara Shashaani, Shashaani, Sara, Fatemeh S. Hashemi +3 · 9 citations
   Computer Science · Decision Sciences · Mathematics · #65C05 #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
2. Complexity of Zeroth- and First-order Stochastic Trust-Region Algorithms
   2024/05/30 by Yunsoo Ha, Ha, Yunsoo, Sara Shashaani +3 · 3 citations
   Computer Science · #Cryptography and Data Security #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data
3. Iteration Complexity and Finite-Time Efficiency of Adaptive Sampling Trust-Region Methods for Stochastic Derivative-Free Optimization
   2023/05/18 by Yunsoo Ha, Ha, Yunsoo, Sara Shashaani +1 · 1 citation
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR) #Stochastic Gradient Optimization Techniques #Stochastic processes and financial applications
4. Uncertainty Quantification using Simulation Output: Batching as an Inferential Device
   2023/11/07 by Yongseok Jeon, Jeon, Yongseok, Chu, Yi +4 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Probability (math.PR) #Simulation Techniques and Applications #Statistics Education and Methodologies
5. Two-Stage Estimation and Variance Modeling for Latency-Constrained Variational Quantum Algorithms
   2024/01/17 by Yunsoo Ha, Sara Shashaani, Ha, Yunsoo +3 · 2 citations
   Computer Science · #FOS: Mathematics #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Stochastic Gradient Optimization Techniques
6. Extrapolation-based Direct Search for Nonsmooth Stochastic Zeroth-Order Optimization
   2026/07/31 by Anthony Palmieri, Francesco Rinaldi, Sara Shashaani
   Mathematics · #math.OC