Tianle Zhang

2 Questions 4 Answers 0 Followers

Questions related from Tianle Zhang

Implementation of chance-constrained optimization problem via scenario approach?

Hi all, Currently, I am trying to solve a chance-constrained programming (CCP) problem, i.e. min𝑓(𝑥,𝜉), s.t. ℙ(𝑓𝑖(𝑥,𝜉) ≥ 𝛼𝑖 ) ≤ 𝜖𝑖, where 𝑖 = 1, 2, ⋯, 𝑚. I am wondering are there any solvers,...

24 February 2021 8,134 2 View

How can we verify deep neural networks?

How can we verify deep neural networks in terms of reachability, adversarial sample, etc. or from a statistical insight?

26 May 2020 3,659 8 View