Olivares, Kin G.

6 publications

CHIL 2025 Global Deep Forecasting with Patient-Specific Pharmacokinetics Willa Potosnak, Cristian Ignacio Challu, Kin G. Olivares, Keith A Dufendach, Artur Dubrawski

TMLR 2024 $\clubsuit$ CLOVER $\clubsuit$: Probabilistic Forecasting with Coherent Learning Objective Reparameterization Kin G. Olivares, Geoffrey Négiar, Ruijun Ma, Oinam Nganba Meetei, Mengfei Cao, Michael W. Mahoney

NeurIPSW 2024 Effectively Leveraging Exogenous Information Across Neural Forecasters Andres Potapczynski, Kin G. Olivares, Malcolm Wolff, Andrew Gordon Wilson, Dmitry Efimov, Vincent Quenneville-Belair

NeurIPSW 2024 ♠ SPADE ♠ Split Peak Attention DEcomposition Malcolm Wolff, Kin G. Olivares, Boris N. Oreshkin, Sunny Ruan, Sitan Yang, Abhinav Katoch, Shankar Ramasubramanian, Youxin Zhang, Michael W. Mahoney, Dmitry Efimov, Vincent Quenneville-Belair

ICMLW 2023 HINT: Hierarchical Coherent Networks for Constrained Probabilistic Forecasting Kin G. Olivares, David Luo, Cristian Ignacio Challu, Stefania La Vattiata, Max Mergenthaler Canseco, Artur Dubrawski

AAAI 2023 NHITS: Neural Hierarchical Interpolation for Time Series Forecasting Cristian Challu, Kin G. Olivares, Boris N. Oreshkin, Federico Garza Ramírez, Max Mergenthaler Canseco, Artur Dubrawski