However, to accelerate learning, we adopt an online learning setup.
we use the passive-aggressive learning algorithm (Crammer et al., 2006) tailored to our setting, updating pairs of parameter sets, (θ, U ), (θ, V ) and (θ, W ) in an alternating manner.