2 papers
math.OC2025
Malliavin Calculus with Weak Derivatives for Counterfactual Stochastic Optimization
Vikram Krishnamurthy, Luke Snow
We study counterfactual stochastic optimization of conditional loss functionals under misspecified and noisy gradient information. The difficulty is that when the conditioning even…
eess.SY2025
Multi-Agent Inverse Learning for Sensor Networks: Identifying Coordination in UAV Networks
Luke Snow, Vikram Krishnamurthy
Suppose there is an adversarial UAV network being tracked by a radar. How can the radar determine whether the UAVs are coordinating, in some well-defined sense? How can the radar i…