Viewing profile — kaelan123

Those are valid points! Hessian-free (HF) optimization is a really nice method, but as you say remains costly so people don't use it. The key idea in this paper is that if you are …

One key difference is the system is entirely classical (not quantum) and noise-resilient (see the last appendix).

Indeed, other solving other optimization problem is an interesting avenue. All I can say is stay tuned!

First author of the paper here. That's it indeed! One thing is that this is entirely CMOS-compatible. You could also do something similar with optics or other platforms, but we cho…

Indeed the bounds on convergence times t_0 and tau depend on quantities that are expensive to compute. For example, if we consider the norm of A, this quantity can itself be bound …