Pedro Mercado
8 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
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Topic Evolution
Venues
Top co-authors
Research topics
Keywords
spectral clustering
(3)
stochastic block model
(3)
probabilistic forecast
(2)
matrix power mean
(2)
graph neural network
(2)
time series forecasting
(2)
graph laplacian
(2)
graph regularization
(1)
temporal hierarchy
(1)
synthetic data
(1)
pre-trained model
(1)
generative adversarial network
(1)
probabilistic forecasting
(1)
exogenous variable
(1)
multilayer graph
(1)
signed graph
(1)
reparameterization trick
(1)
temporal reconciliation
(1)
signed network
(1)
synthetic dataset
(1)
Papers
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
AISTATS 2025
Coherent Probabilistic Forecasting of Temporal Hierarchies
AISTATS 2023
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series
ICLR 2022
End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series
ICML 2021
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs
NeurIPS 2019
Spectral Clustering of Signed Graphs via Matrix Power Means
ICML 2019
The Power Mean Laplacian for Multilayer Graph Clustering
AISTATS 2018
Clustering Signed Networks with the Geometric Mean of Laplacians
NeurIPS 2016