Alexei Koulakov
3 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Keywords
representation learning
(1)
reinforcement learning
(1)
continual learning
(1)
stochastic gradient descent
(1)
temporal difference learning
(1)
diffusion process
(1)
sequential decision
(1)
learning dynamics
(1)
molecular representation
(1)
olfactory perception
(1)
convolutional autoencoder
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neural network
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3d molecular structure
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representational drift
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odorant prediction
(1)
representation drift
(1)
Papers
Stochastic Gradient Descent-Induced Drift of Representation in a Two-Layer Neural Network
ICML 2023
R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making
NeurIPS 2020
DeepNose: Using artificial neural networks to represent the space of odorants
ICML 2019