Daniel faissol
6 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
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Grand Slam
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Trend Setter
Top co-authors
Research topics
Keywords
symbolic regression
(2)
deep reinforcement learning
(2)
combinatorial optimization
(2)
variational inference
(1)
domain adaptation
(1)
policy gradient
(1)
continuous optimization
(1)
discrete optimization
(1)
protein structure prediction
(1)
generative model
(1)
autoregressive model
(1)
latent variable
(1)
partial differential equation
(1)
decision tree
(1)
policy transfer
(1)
drug discovery
(1)
adaptive mesh refinement
(1)
policy architecture
(1)
genetic programming
(1)
finite element method
(1)
Papers
Machine Learning Models Assisting the Development of Antibody Therapeutics and Vaccines β an Emerging Trend
AAAI 2026
DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces
AAAI 2025
Reinforcement Learning for Adaptive Mesh Refinement
AISTATS 2023
Discovering symbolic policies with deep reinforcement learning
ICML 2021
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding
NeurIPS 2021
Single Episode Policy Transfer in Reinforcement Learning
ICLR 2020