Farshud Sorourifar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Gaussian Process

Optimization Problems

Lagrange Multipliers

Top Venues

Publications

Farshud Sorourifar, Thomas Banker, Joel A. Paulson
Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces. CoRR (2024)
Joel A. Paulson, Farshud Sorourifar, Christopher R. Laughman, Ankush Chakrabarty
LSR-BO: Local Search Region Constrained Bayesian Optimization for Performance Optimization of Vapor Compression Systems. ACC (2023)
Joel A. Paulson, Farshud Sorourifar, Ali Mesbah
A Tutorial on Derivative-Free Policy Learning Methods for Interpretable Controller Representations. ACC (2023)
Joel A. Paulson, Farshud Sorourifar, Ankush Chakrabarty
Efficient Multi-Step Lookahead Bayesian Optimization with Local Search Constraints. CDC (2022)
Akshay Kudva, Farshud Sorourifar, Joel A. Paulson
Efficient Robust Global Optimization for Simulation-based Problems using Decomposed Gaussian Processes: Application to MPC Calibration. ACC (2022)
Farshud Sorourifar, Georgios Makrygirgos, Ali Mesbah, Joel A. Paulson
A Data-Driven Automatic Tuning Method for MPC under Uncertainty using Constrained Bayesian Optimization. CoRR (2020)