Sara Shashaani

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 16

Top Topics

Bias Variance Decomposition

Adaptive Sampling

Stochastic Optimization

Top Venues

INFORMS J. Comput.

Publications

Yunsoo Ha, Sara Shashaani, Raghu Pasupathy
Complexity of Zeroth- and First-order Stochastic Trust-Region Algorithms. CoRR (2024)
David J. Eckman, Shane G. Henderson, Sara Shashaani
SimOpt: A Testbed for Simulation-Optimization Experiments. INFORMS J. Comput. 35 (2) (2023)
Kimia Vahdat, Sara Shashaani
Adaptive Ranking and Selection Based Genetic Algorithms for Data-Driven Problems. WSC (2023)
Yunsoo Ha, Sara Shashaani
Towards Greener Stochastic Derivative-Free Optimization with Trust Regions and Adaptive Sampling. WSC (2023)
David J. Eckman, Shane G. Henderson, Sara Shashaani
Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms. INFORMS J. Comput. 35 (2) (2023)
Pranav Jain, Sara Shashaani
Dynamic Stratification and Post-Stratified Adaptive Sampling for Simulation Optimization. WSC (2023)
David J. Eckman, Shane G. Henderson, Sara Shashaani
Stochastic Constraints: How Feasible Is Feasible? WSC (2023)
Pranav Jain, Eunshin Byon, Sara Shashaani
Robust Simulation Optimization with Stratification. WSC (2022)
Yunsoo Ha, Sara Shashaani, Quoc Tran-Dinh
Improved Complexity Of Trust-Region Optimization For Zeroth-Order Stochastic Oracles with Adaptive Sampling. WSC (2021)
Kimia Vahdat, Sara Shashaani
Non-Parametric Uncertainty Bias and Variance Estimation via Nested Bootstrapping and Influence Functions. WSC (2021)
Atchyuta Bharadwaj Manda, Karthick Gopalswamy, Sara Shashaani, Reha Uzsoy
A Simulation Optimization Approach for Managing Product Transitions in Multistage Production Lines. WSC (2020)
Kimia Vahdat, Sara Shashaani
Simulation Optimization Based Feature Selection, a Study on Data-Driven Optimization with Input Uncertainty. WSC (2020)
Daniel Vasquez, Raghu Pasupathy, Sara Shashaani
Astro for Derivative-Based Stochastic Optimization: Algorithm Description & Numerical Experiments. WSC (2019)
Sara Shashaani, Fatemeh Sadat Hashemi, Raghu Pasupathy
ASTRO-DF: A Class of Adaptive Sampling Trust-Region Algorithms for Derivative-Free Stochastic Optimization. SIAM J. Optim. 28 (4) (2018)
Sara Shashaani, Seth D. Guikema, Chengwei Zhai, Jordan V. Pino, Steven M. Quiring
Multi-Stage Prediction for Zero-Inflated Hurricane Induced Power Outages. IEEE Access 6 (2018)
Sara Shashaani, Susan R. Hunter, Raghu Pasupathy
ASTRO-DF: Adaptive sampling trust-region optimization algorithms, heuristics, and numerical experience. WSC (2016)
Ines V. Arnolds, Stefan Nickel, Sara Shashaani, Christian Wernz
Using simulation in hospital layout planning. WSC (2012)