no code implementations • 18 Oct 2023 • Spandan Senapati, Rahul Vaze
In addition, we show that the competitive ratio of any online algorithm is $\max\{\Omega(L), \Omega(\frac{L}{\sqrt{\mu}})\}$ in the limited information setting when the switching cost is quadratic.
1 code implementation • 26 May 2023 • Aakash Lahoti, Spandan Senapati, Ketan Rajawat, Alec Koppel
Specifically, they exhibit a superlinear rate with $O(d^2)$ cost in contrast to the linear rate of first-order methods with $O(d)$ cost and the quadratic rate of second-order methods with $O(d^3)$ cost.