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06/01/2023
Inference and Sampling of Point Processes from Diffusion Excursions
Point processes often have a natural interpretation with respect to a co...
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05/28/2023
Short-term Temporal Dependency Detection under Heterogeneous Event Dynamic with Hawkes Processes
Many event sequence data exhibit mutually exciting or inhibiting pattern...
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05/12/2023
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
The Schrödinger bridge problem (SBP) is gaining increasing attention in ...
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11/04/2022
