Pierre-Alexandre Kamienny
6 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π
Triple Crown
Conferences
ICML (3)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
symbolic regression
(3)
genetic programming
(2)
function approximation
(2)
sequence prediction
(1)
monte-carlo tree search
(1)
deep learning model
(1)
deep deterministic policy gradient
(1)
mathematical expression
(1)
neural model
(1)
neural network
(1)
expression generation
(1)
neural symbolic regression
(1)
analytical expression
(1)
neural mutation model
(1)
recurrence relation
(1)
user-defined assumption
(1)
constant optimization
(1)
centralised critic
(1)
multi-agent reinforcement learning
(1)
factored critic
(1)
Papers
Controllable Neural Symbolic Regression
ICML 2023
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search
ICML 2023
End-to-end Symbolic Regression with Transformers
NIPS 2022
Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching
ICLR 2022
Deep symbolic regression for recurrence prediction
ICML 2022
FACMAC: Factored Multi-Agent Centralised Policy Gradients
NIPS 2021