Kin G. Olivares

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Mixture Distributions

Hierarchical Bayesian

Top Venues

Publications

Cristian Challu, Kin G. Olivares, Boris N. Oreshkin, Federico Garza Ramírez, Max Mergenthaler Canseco, Artur Dubrawski
NHITS: Neural Hierarchical Interpolation for Time Series Forecasting. AAAI (2023)
Willa Potosnak, Cristian Challu, Kin G. Olivares, Artur Dubrawski
Forecasting Response to Treatment with Deep Learning and Pharmacokinetic Priors. CoRR (2023)
Kin G. Olivares, David Luo, Cristian Challu, Stefania La Vattiata, Max Mergenthaler, Artur Dubrawski
HINT: Hierarchical Mixture Networks For Coherent Probabilistic Forecasting. CoRR (2023)
Kin G. Olivares, Federico Garza, David Luo, Cristian Challu, Max Mergenthaler, Artur Dubrawski
HierarchicalForecast: A Reference Framework for Hierarchical Forecasting in Python. CoRR (2022)
Cristian Challu, Kin G. Olivares, Boris N. Oreshkin, Federico Garza, Max Mergenthaler, Artur Dubrawski
N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting. CoRR (2022)
Cristian Challu, Kin G. Olivares, Gus Welter, Artur Dubrawski
DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting. CoRR (2021)
Kin G. Olivares, Nganba Meetei, Ruijun Ma, Rohan Reddy, Mengfei Cao
Probabilistic Hierarchical Forecasting with Deep Poisson Mixtures. CoRR (2021)
Kin G. Olivares, Cristian Challu, Grzegorz Marcjasz, Rafal Weron, Artur Dubrawski
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx. CoRR (2021)