Mohamed Tamaazousti
6 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
AISTATS (1)
CVPR (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
feature extraction
(2)
gaussian mixture model
(2)
representation learning
(2)
transfer learning
(1)
image restoration
(1)
tensor decomposition
(1)
random matrix theory
(1)
convolutional neural network
(1)
randomized smoothing
(1)
generative adversarial network
(1)
softmax layer
(1)
random matrix
(1)
tucker decomposition
(1)
softmax classifier
(1)
neural network
(1)
class-wise mean
(1)
neural network classification
(1)
large dimensional analysis
(1)
trace invariant
(1)
statistical learning
(1)
Papers
Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution
CVPR 2024
Random Tensor Theory for Tensor Decomposition
AAAI 2022
Neural Networks Classify through the Class-Wise Means of Their Representations
AAAI 2022
The Unexpected Deterministic and Universal Behavior of Large Softmax Classifiers
AISTATS 2021
Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures
ICML 2020
A Kernel Random Matrix-Based Approach for Sparse PCA
ICLR 2019