Brenden K Petersen
4 papers · 2021–2022 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (14)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Triple Crown
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Trend Setter
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
neural network
(2)
neural-guided search
(2)
genetic programming
(2)
symbolic regression
(2)
combinatorial optimization
(2)
semantic parsing
(1)
deep learning
(1)
autoregressive model
(1)
evolutionary algorithm
(1)
symbolic policy
(1)
large-scale pre-training
(1)
program seeding
(1)
expression discovery
(1)
deep reinforcement learning
(1)
reinforcement learning
(1)
policy gradient
(1)
hybrid algorithm
(1)
Papers
A Unified Framework for Deep Symbolic Regression
NIPS 2022
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding
NIPS 2021
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients
ICLR 2021
Discovering symbolic policies with deep reinforcement learning
ICML 2021