Pedro Mercado

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 5

Top Topics

Temporal Consistency

Run Length Coding

Top Venues

Publications

Abdul Fatir Ansari, Lorenzo Stella, Ali Caner Türkmen, Xiyuan Zhang, Pedro Mercado, Huibin Shen, Oleksandr Shchur, Syama Sundar Rangapuram, Sebastian Pineda-Arango, Shubham Kapoor, Jasper Zschiegner, Danielle C. Maddix, Michael W. Mahoney, Kari Torkkola, Andrew Gordon Wilson, Michael Bohlke-Schneider, Yuyang Wang
Chronos: Learning the Language of Time Series. CoRR (2024)
Syama Sundar Rangapuram, Shubham Kapoor, Rajbir-Singh Nirwan, Pedro Mercado, Tim Januschowski, Yuyang Wang, Michael Bohlke-Schneider
Coherent Probabilistic Forecasting of Temporal Hierarchies. AISTATS (2023)
Paul Jeha, Michael Bohlke-Schneider, Pedro Mercado, Shubham Kapoor, Rajbir-Singh Nirwan, Valentin Flunkert, Jan Gasthaus, Tim Januschowski
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series. ICLR (2022)
Paul Jeha, Michael Bohlke-Schneider, Pedro Mercado, Rajbir-Singh Nirwan, Shubham Kapoor, Valentin Flunkert, Jan Gasthaus, Tim Januschowski
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series. CoRR (2021)
Syama Sundar Rangapuram, Lucien D. Werner, Konstantinos Benidis, Pedro Mercado, Jan Gasthaus, Tim Januschowski
End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series. ICML (2021)
Christian Dittmar, Pedro Mercado, Holger Grossmann, Estefanía Cano
Towards lyrics spotting in the SyncGlobal project. CIP (2012)
Pedro Mercado, Hanna M. Lukashevich
Feature Selection in Clustering with Constraints: Application to Active Exploration of Music Collections. ICMLA (2010)