Alexander Genkin
4 papers · 2018–2026 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Conference Polyglot (2) π Academic Marathon (8) π Renaissance Researcher (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
AAAI (1)
Top co-authors
Research topics
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
NIPS 2022
Neural optimal feedback control with local learning rules
NIPS 2021
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks
NIPS 2018