Hafiz Tiomoko Ali
5 papers · 2016–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(11)
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Research topics
Keywords
random matrix theory
(3)
spectral analysis
(2)
echo state network
(2)
random matrix
(2)
graph theory
(1)
hyperparameter optimization
(1)
community detection
(1)
efficient computing
(1)
asymptotic analysis
(1)
network analysis
(1)
support vector machine
(1)
gaussian mixture model
(1)
recurrent neural network
(1)
random feature
(1)
mean square error
(1)
heterogeneous network
(1)
graph model
(1)
spectral community detection
(1)
adjacency matrix
(1)
degree matrix
(1)
Papers
Random matrices in service of ML footprint: ternary random features with no performance loss
ICLR 2022
Deciphering and Optimizing Multi-Task Learning: a Random Matrix Approach
ICLR 2021
Improved spectral community detection in large heterogeneous networks
JMLR 2018
A Random Matrix Approach to Echo-State Neural Networks
ICML 2016
The Asymptotic Performance of Linear Echo State Neural Networks
JMLR 2016