no code implementations • 29 Sep 2021 • Xiaodong Liu, Zhikang Fan, Xun Wang, Weiran Shen
Then we update the sender model to obtain an approximately optimal scheme using the receiver model.
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 • 4 Jun 2019 • Weiran Shen, Sébastien Lahaie, Renato Paes Leme
The problem of market clearing is to set a price for an item such that quantity demanded equals quantity supplied.
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.
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 • 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.
