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 cs.LGShow all

3 papers · 1 filter

cs.LG2020★ 3 cited

Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming

Mostafa ElAraby, Guy Wolf, Margarida Carvalho

We introduce a mixed integer program (MIP) for assigning importance scores to each neuron in deep neural network architectures which is guided by the impact of their simultaneous p…

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…

cs.LG2018★ 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 expected tactic…