1 citations · 1 across the 4 of their papers we have counts for
4 papers
Sample Complexity of Chance Constrained Optimization in Dynamic Environment
Apurv Shukla, Qian Zhang, Le Xie
We study the scenario approach for solving chance-constrained optimization in time-coupled dynamic environments. Scenario generation methods approximate the true feasible region fr…
Differentially Private High Dimensional Bandits
Apurv Shukla
We consider a high-dimensional stochastic contextual linear bandit problem when the parameter vector is -sparse and the decision maker is subject to privacy constraints unde…
Efficient Scenario Generation for Chance-constrained Economic Dispatch Considering Ambient Wind Conditions
Qian Zhang, Apurv Shukla, Le Xie
Scenario generation is an effective data-driven method for solving chance-constrained optimization while ensuring desired risk guarantees with a finite number of samples. Crucial c…
Voltage Constrained Heavy Duty Vehicle Electrification: Formulation and Case Study
Apurv Shukla, Rayan El Helou, Le Xie
The electrification of heavy-duty vehicles (HDEVs) is a rapidly emerging avenue for decarbonization of energy and transportation sectors. Compared to light duty vehicles, HDEVs exh…