Decentralized Projection-free Online Upper-Linearizable Optimization with Applications to DR-Subm...

Yiyang Lu, Mohammad Pedramfar, Vaneet Aggarwal

Action editor: Baoxiang Wang

https://openreview.net/forum?id=bZ5WD2HUQr

#optimization #convex #submodular

New Algorithm Achieves 1/e‑ε Approximation for Submodular Maximization

A new algorithm has been reported to achieve a 1/e‑ε approximation for submodular maximization, improving theoretical guarantees for combinatorial optimization problems. getnews.me/new-algorithm-achieves-1... #algorithm #submodular #optimization

Extended Deep Submodular Functions

Seyed Mohammad Hosseini, Arash Jamshidi, Seyed Mahdi Noormousavi et al.

Action editor: Jonathan Scarlett

https://openreview.net/forum?id=qoxusn9u2L

#submodular #deep #functions