Pedro Mercado
8 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (9) π£ Hot Topic Early Bird
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Cross-Pollinator
(12)
π
Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Trend Setter
Conferences
AISTATS (3)
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
stochastic block model
(3)
spectral clustering
(3)
graph laplacian
(2)
probabilistic forecast
(2)
matrix power mean
(2)
graph neural network
(2)
graph regularization
(1)
temporal hierarchy
(1)
probabilistic forecasting
(1)
multilayer graph
(1)
signed graph
(1)
reparameterization trick
(1)
temporal reconciliation
(1)
signed network
(1)
geometric mean
(1)
matrix mean
(1)
multilayer graph clustering
(1)
coherent forecast
(1)
hierarchical time series
(1)
forecast reconciliation
(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
NIPS 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
NIPS 2016