Alexei Koulakov
3 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (1)
Top co-authors
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
(1)
neural network
(1)
3d molecular structure
(1)
representational drift
(1)
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
NIPS 2020
DeepNose: Using artificial neural networks to represent the space of odorants
ICML 2019