Kaixin Gao
4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (6) πΊοΈ Taxonomy Completionist (12)
π£
Hot Topic Early Bird
Conferences
AAAI (2)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
second-order optimization
(3)
fisher information matrix
(3)
neural network training
(3)
neural network optimization
(2)
natural gradient descent
(2)
kronecker product
(1)
real-time prediction
(1)
deep neural network
(1)
layer-wise learning rate
(1)
hardware acceleration
(1)
model optimization
(1)
kronecker factorization
(1)
curvature approximation
(1)
pedestrian crossing intention
(1)
progressive perturbation
(1)
stochastic gradient descent
(1)
kronecker-factored approximation
(1)
domain adaptation
(1)
incremental learning
(1)
natural gradient
(1)
Papers
EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation
IJCAI 2025
A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks
NIPS 2024
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation
AAAI 2021
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient
AAAI 2021