This repo is the official implementation for the series of works on (Path-dependent) Neural Jump ODEs.

How (Implicit) Regularization of ReLU Neural Networks Characterizes the Learned Function - Part I

Machine Learning-powered Combinatorial Clock Auction

Bayesian Optimization-based Combinatorial Assignment

Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignement

NOMU: Neural Optimization-based Model Uncertainty