9 citations · 9 across the 4 of their papers we have counts for
4 papers
Learning Prescriptive ReLU Networks
Wei Sun, Asterios Tsiourvas
We study the problem of learning optimal policy from a set of discrete treatment options using observational data. We propose a piecewise linear neural network model that can balan…
Constrained Prescriptive Trees via Column Generation
Shivaram Subramanian, Wei Sun, Youssef Drissi +1
With the abundance of available data, many enterprises seek to implement data-driven prescriptive analytics to help them make informed decisions. These prescriptive policies need t…
Trade-based Asset Model using Dynamic Junction Tree for Combinatorial Prediction Markets
Wei Sun, Kathryn Laskey, Charles Twardy +2
Prediction markets have demonstrated their value for aggregating collective expertise. Combinatorial prediction markets allow forecasts not only on base events, but also on conditi…
Probability and Asset Updating using Bayesian Networks for Combinatorial Prediction Markets
Wei Sun, Robin Hanson, Kathryn Blackmond Laskey +1
A market-maker-based prediction market lets forecasters aggregate information by editing a consensus probability distribution either directly or by trading securities that pay off…