output
20182023
most citedBayesian Temporal Factorization for Multidimensional Time Series Prediction

268 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

5 papers · 1 filter

cs.GT2019★ 19 cited

Game theoretical analysis of Kidney Exchange Programs

Margarida Carvalho, Andrea Lodi

The goal of a kidney exchange program (KEP) is to maximize number of transplants within a pool of incompatible patient-donor pairs by exchanging donors. A KEP can be modelled as a…

cs.GT2019★ 11 cited

When Nash Meets Stackelberg

Margarida Carvalho, Gabriele Dragotto, Felipe Feijoo +2

This article introduces a class of games among players (), namely, a class of simultaneous non-cooperative games where the players solve sequential Stac…

stat.ML2019★ 268 cited

Bayesian Temporal Factorization for Multidimensional Time Series Prediction

Xinyu Chen, Lijun Sun

Large-scale and multidimensional spatiotemporal data sets are becoming ubiquitous in many real-world applications such as monitoring urban traffic and air quality. Making predictio…

cs.DS2019★ 31 cited

Strong Bounds for Resource Constrained Project Scheduling: Preprocessing and Cutting Planes

Janniele A. S. Araujo, Haroldo Gambini Santos, Bernard Gendron +3

Resource Constrained Project Scheduling Problems (RCPSPs) without preemption are well-known NP-hard combinatorial optimization problems. A feasible RCPSP solution consists of a tim…

cs.LG2019★ 18 cited

Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information

Eric Larsen, Sébastien Lachapelle, Yoshua Bengio +3

This paper offers a methodological contribution at the intersection of machine learning and operations research. Namely, we propose a methodology to quickly predict tactical soluti…