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cs.LG2023
Neural Markov Jump Processes
Patrick Seifner, Ramses J. Sanchez
Markov jump processes are continuous-time stochastic processes with a wide range of applications in both natural and social sciences. Despite their widespread use, inference in the…
cs.CL2023
Neural Dynamic Focused Topic Model
Kostadin Cvejoski, Ramsés J. Sánchez, César Ojeda
Topic models and all their variants analyse text by learning meaningful representations through word co-occurrences. As pointed out by Williamson et al. (2010), such models implici…