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.
Easytpp: Towards open benchmarking temporal point processes,
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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.