MAS is proposed as a new parameterization for CCIFs in TPPs using distinct interpolation and extrapolation spline components to overcome convexity, saturation, and modeling requirement issues of MNNs.
Hypro: A hybridly normalized probabilistic model for long-horizon predic- tion of event sequences,
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Efficient Temporal Point Processes via Monotone Alternating Splines
MAS is proposed as a new parameterization for CCIFs in TPPs using distinct interpolation and extrapolation spline components to overcome convexity, saturation, and modeling requirement issues of MNNs.