Alexander Genkin
4 papers · 2018–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(11)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Architectures
(2)
Cognitive Science
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Robotics
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Foundations
(1)
Learning Types
(1)
Keywords
representation learning
(2)
manifold learning
(1)
principal component analysis
(1)
computer vision
(1)
policy gradient
(1)
motor control
(1)
self-supervised learning
(1)
irreducible representations
(1)
neural mechanisms
(1)
kalman filter
(1)
canonical correlation analysis
(1)
synaptic plasticity
(1)
singular value decomposition
(1)
hierarchical feature learning
(1)
local learning rule
(1)
low-dimensional manifold
(1)
biological learning
(1)
orthogonal transformation
(1)
rectifying neuron
(1)
optimal feedback control
(1)
Papers
A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation
AAAI 2026
Biological Learning of Irreducible Representations of Commuting Transformations
NeurIPS 2022
Neural optimal feedback control with local learning rules
NeurIPS 2021
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks
NeurIPS 2018