3 citations · 7 across the 4 of their papers we have counts for
3 papers · 1 filter
Strong mixed-integer programming formulations for trained neural networks
Ross Anderson, Joey Huchette, Christian Tjandraatmadja +1
We present an ideal mixed-integer programming (MIP) formulation for a rectified linear unit (ReLU) appearing in a trained neural network. Our formulation requires a single binary v…
Strong mixed-integer programming formulations for trained neural networks
Ross Anderson, Joey Huchette, Will Ma +2
We present strong mixed-integer programming (MIP) formulations for high-dimensional piecewise linear functions that correspond to trained neural networks. These formulations can be…
On Policies for Single-leg Revenue Management with Limited Demand Information
Will Ma, David Simchi-Levi, Chung-Piaw Teo
In this paper we study the single-item revenue management problem, with no information given about the demand trajectory over time. When the item is sold through accepting/rejectin…