Romain Couillet
24 papers · 2016–2025 · 6 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 8 separate collaboration groups - the largest holds only 46% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Romain Couillet?
4 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Zhenyu Liao, Hafiz Tiomoko Ali, Malik Tiomoko
11 papers
· 2016–2023
· ICML, ICLR, JMLR
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PCA-based Multi-Task Learning: a Random Matrix Approach
ICML 2023
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
Sparse Quantized Spectral Clustering
ICLR 2021
A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent
NeurIPS 2020
Random Matrix Improved Covariance Estimation for a Large Class of Metrics
ICML 2019
Improved spectral community detection in large heterogeneous networks
JMLR 2018
On the Spectrum of Random Features Maps of High Dimensional Data
ICML 2018
The Dynamics of Learning: A Random Matrix Approach
ICML 2018
A Random Matrix Approach to Echo-State Neural Networks
ICML 2016
The Asymptotic Performance of Linear Echo State Neural Networks
JMLR 2016