Dynamic Time Lag Regression: Predicting What & When

1 code implementation • ICLR 2020 • Mandar Chandorkar, Cyril Furtlehner, Bala Poduval, Enrico Camporeale, Michele Sebag

DTLR differs from mainstream regression and from sequence-to-sequence learning in two respects: firstly, no ground truth (e. g., pairs of associated sub-sequences) is available; secondly, the cause signal contains much information irrelevant to the effect signal (the solar magnetic field governs the solar wind propagation in the heliosphere, of which the Earth's magnetosphere is but a minuscule region).

regression