ML Anthology

Koulakov, Alexei

3 publications

ICML 2023 Stochastic Gradient Descent-Induced Drift of Representation in a Two-Layer Neural Network Farhad Pashakhanloo, Alexei Koulakov
NeurIPS 2020 R-Learning in Actor-Critic Model Offers a Biologically Relevant Mechanism for Sequential Decision-Making Sergey Shuvaev, Sarah Starosta, Duda Kvitsiani, Adam Kepecs, Alexei Koulakov
ICML 2019 DeepNose: Using Artificial Neural Networks to Represent the Space of Odorants Ngoc Tran, Daniel Kepple, Sergey Shuvaev, Alexei Koulakov