most citedJointly Contrastive Representation Learning on Road Network and Trajectory

50 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

2 papers

econ.EM2024★ 1 cited

Identifying Elasticities in Autocorrelated Time Series Using Causal Mechanism Graphs

Silvana Tiedemann, Jorge Sanchez Canales, Felix Schur +5

Instrumental variable (IV) methods are widely used to estimate the price elasticity of demand from observational data. However, naive IV estimators may be inconsistent in settings…

cs.LG2022★ 50 cited

Jointly Contrastive Representation Learning on Road Network and Trajectory

Zhenyu Mao, Ziyue Li, Dedong Li +2

Road network and trajectory representation learning are essential for traffic systems since the learned representation can be directly used in various downstream tasks (e.g., traff…