Pedro M. Q. Aguiar
4 papers · 2009–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core AI
(2)
Core Methods
(2)
Mathematics
(2)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
attention mechanism
(2)
object detection
(1)
text categorization
(1)
map inference
(1)
mutual information
(1)
sparse distribution
(1)
exponential family
(1)
exponential families
(1)
probability measure
(1)
graphical model
(1)
alternating direction method of multiplier
(1)
recurrent neural network
(1)
factor graph
(1)
fenchel-young loss
(1)
dual decomposition
(1)
jensen-shannon divergence
(1)
continuous domain
(1)
tsallis entropy
(1)
average precision
(1)
kernel methods
(1)
Papers
Sparse Continuous Distributions and Fenchel-Young Losses
JMLR 2022
Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization
CVPR 2020
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models
JMLR 2015
Nonextensive Information Theoretic Kernels on Measures
JMLR 2009