Hafiz Tiomoko Ali
5 papers · 2016–2022 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (8)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Conferences
ICLR (2)
JMLR (2)
ICML (1)
Top co-authors
Keywords
random matrix
(2)
echo state network
(2)
community detection
(1)
asymptotic analysis
(1)
network analysis
(1)
spectral analysis
(1)
random matrix theory
(1)
recurrent neural network
(1)
mean square error
(1)
heterogeneous network
(1)
graph model
(1)
spectral community detection
(1)
adjacency matrix
(1)
degree matrix
(1)
spectral clustering
(1)
linear version
(1)
graph theory
(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