Leonardo Cotta
4 papers · 2020–2024 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
graph neural network
(2)
causal inference
(1)
representation learning
(1)
binary classification
(1)
natural language processing
(1)
text mining
(1)
graph representation learning
(1)
sample complexity
(1)
causal effect estimation
(1)
universal approximation
(1)
graph representation
(1)
markov chain monte carlo
(1)
natural language
(1)
energy-based model
(1)
group invariance
(1)
unstructured text
(1)
observational data
(1)
graph reconstruction
(1)
text data
(1)
automated pipeline
(1)
Papers
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
NeurIPS 2024
Probabilistic Invariant Learning with Randomized Linear Classifiers
NeurIPS 2023
Reconstruction for Powerful Graph Representations
NeurIPS 2021
Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models
NeurIPS 2020