ML Anthology

Challu, Cristian Ignacio

6 publications

CHIL 2025 Global Deep Forecasting with Patient-Specific Pharmacokinetics Willa Potosnak, Cristian Ignacio Challu, Kin G. Olivares, Keith A Dufendach, Artur Dubrawski
NeurIPSW 2024 Implicit Reasoning in Deep Time Series Forecasting Willa Potosnak, Cristian Ignacio Challu, Mononito Goswami, Michał Wiliński, Nina Żukowska, Artur Dubrawski
NeurIPSW 2024 Implicit Reasoning in Deep Time Series Forecasting Willa Potosnak, Cristian Ignacio Challu, Mononito Goswami, Michał Wiliński, Nina Żukowska, Artur Dubrawski
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
ICLR 2023 Unsupervised Model Selection for Time Series Anomaly Detection Mononito Goswami, Cristian Ignacio Challu, Laurent Callot, Lenon Minorics, Andrey Kan
NeurIPSW 2021 Deep Generative Model with Hierarchical Latent Factors for Timeseries Anomaly Detection Cristian Ignacio Challu, Peihong Jiang, Ying Nian Wu, Laurent Callot