Esteban Real
8 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π£ Hot Topic Early Bird π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (23)
π
Conference Polyglot
(5)
π
Academic Marathon
(6)
π
Grand Slam
π
Trend Setter
π
Conference Pioneer
Conferences
ICML (3)
NIPS (2)
AAAI (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
neural architecture search
(5)
evolutionary algorithm
(4)
algorithm discovery
(2)
evolutionary search
(2)
image classification
(2)
automated machine learning
(2)
neural network
(2)
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)
optimizer design
(1)
program search
(1)
deep network architecture
(1)
bounding box annotation
(1)
Papers
Symbolic Discovery of Optimization Algorithms
NIPS 2023
Evolving Reinforcement Learning Algorithms
ICLR 2021
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
ICML 2020
PyGlove: Symbolic Programming for Automated Machine Learning
NIPS 2020
Regularized Evolution for Image Classifier Architecture Search
AAAI 2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search
ICML 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