no code implementations • 6 Jul 2017 • Mengjing Chen, Weiran Shen, Pingzhong Tang, Song Zuo
To this end, we use a so-called "ironing" technique to convert the problem into an equivalent convex optimization one via a clean Markov decision process (MDP) formulation, where the states are the driver distributions and the decision variables are the prices for each pair of locations.
no code implementations • 9 May 2018 • Weiran Shen, Pingzhong Tang, Song Zuo
We then apply our framework to a number of multi-item revenue optimal design settings, for a few of which the theoretically optimal mechanisms are unknown.
no code implementations • ICLR 2019 • Qi Tan, Pingzhong Tang, Ke Xu, Weiran Shen, Song Zuo
Generative neural networks map a standard, possibly distribution to a complex high-dimensional distribution, which represents the real world data set.
1 code implementation • 22 Jun 2019 • Weiran Shen, Zihe Wang, Song Zuo
Some of the previous results in the case of continuous value distributions do not apply to the case of discrete value distributions.
Computer Science and Game Theory
no code implementations • 1 Jan 2021 • Hanlin Zhu, Chengyang Ying, Song Zuo
Recent theoretical analysis suggests that ultra-wide neural networks always converge to global minima near the initialization under first order methods.
no code implementations • 19 May 2021 • Dirk Bergemann, Paul Duetting, Renato Paes Leme, Song Zuo
While the auctioneer takes as given the auction rule of the click-through auction, namely the generalized second-price auction, the auctioneer can design the information flow regarding the click-through rates among the bidders.
