Guilherme Ost
- Stability, convergence to equilibrium and simulation of non-linear Hawkes Processes with memory kernels given by the sum of Erlang kernels
2016/10/11 by Aline Duarte, Eva Löcherbach, Duarte, Aline +3 · 6 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Diffusion and Search Dynamics #FOS: Mathematics #Geometric Analysis and Curvature Flows #Point processes and geometric inequalities #Probability (math.PR) #math.PR
- Context tree selection for functional data
2016/02/01 by Aline Duarte, A. Duarte, R. Fraiman +12 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Biological sciences #Neurons and Cognition (q-bio.NC) #Time Series Analysis and Forecasting #q-bio.NC
- Retrieving the structure of probabilistic sequences of auditory stimuli from EEG data
2020/01/30 by Noslen Hernández, Hernández, Noslen, Aline Duarte +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · #Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC) #q-bio.NC #stat.AP
- Fluctuations for Spatially Extended Hawkes Processes
2019/09/13 by Julien Chevallier, Chevallier, Julien, Guilherme Ost +1 · 1 citation
Mathematics · #FOS: Mathematics #Probability (math.PR) #math.PR
- Sparse Markov Models for High-dimensional Inference
2022/02/16 by Guilherme Ost, Ost, Guilherme, Daniel Y. Takahashi +1 · 1 citation
Computer Science · Mathematics · #Applied mathematics #Artificial intelligence #Bayesian Methods and Mixture Models #Computer science #Curse of dimensionality #Econometrics #FOS: Mathematics #Inference #Interpretability #Machine learning #Markov chain #Markov kernel #Markov model #Mathematical optimization #Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST) #Variable-order Markov model