Quantum algorithms for convex and nonconvex optimization

The full version of the papers are available at https://arxiv.org/abs/1809.01731 (convex optimization) and https://arxiv.org/abs/2007.10253 (nonconvex optimization). The convex optimization paper was accepted as a contributed talk at QIP 2019, journal version Quantum, 4:221, 2020. The nonconvex optimization paper was accepted as a contributed talk at QIP 2021 (see our presentation at https://www.youtube.com/watch?v=xbHqktWa354), journal version Quantum, 5:529, 2021.