Just ask Johan Jensen — the man himself. 🇩🇰🧠

#JensensInequality #MathMatters #Convexity #DanishPride #RiskTheory #Statistics #MachineLearning

'Multi-Consensus Decentralized Accelerated Gradient Descent', by Haishan Ye, Luo Luo, Ziang Zhou, Tong Zhang.

http://jmlr.org/papers/v24/22-1210.html

#convex #convexity #optimization

Games and the Treatment Convexity of Cancer, a new blog post by my Moffitt colleague Jeffrey West about their recent paper by him and @peterbayer

https://mathematical-oncology.org/blog/games-and-treatment-convexity.html

#MathOnco #Convexity #Antifragility

it is necessary for any optimal control along with opt state trajectory to solve #Hamiltonian system, which is a 2-point bvp, + maximum condition of #Hamiltonian.These
necessary conditions become sufficient under certain #convexity conditions on objective, constraint functions.