Esteban Real
8 papers · 2017–2023 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22)
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Grand Slam
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Keyword Pioneer
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Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Optimization & Theory Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Keywords
neural architecture search
(5)
evolutionary algorithm
(4)
automated machine learning
(2)
evolutionary search
(2)
algorithm discovery
(2)
image classification
(2)
neural network
(2)
temporal difference
(1)
automatic machine learning
(1)
optimization algorithm
(1)
learning algorithm
(1)
convolutional neural network
(1)
benchmark dataset
(1)
image classifier
(1)
weight averaging
(1)
video dataset
(1)
genetic algorithm
(1)
search space
(1)
value-based method
(1)
optimizer design
(1)
Papers
Symbolic Discovery of Optimization Algorithms
NeurIPS 2023
Evolving Reinforcement Learning Algorithms
ICLR 2021
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
ICML 2020
PyGlove: Symbolic Programming for Automated Machine Learning
NeurIPS 2020
NAS-Bench-101: Towards Reproducible Neural Architecture Search
ICML 2019
Regularized Evolution for Image Classifier Architecture Search
AAAI 2019
Large-Scale Evolution of Image Classifiers
ICML 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video
CVPR 2017