Fadhel Ayed
5 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(13)
Conferences
JMLR (2)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
heavy tail
(2)
feature learning
(1)
bayesian nonparametrics
(1)
markov chain monte carlo
(1)
pitman-yor process
(1)
nonparametric estimation
(1)
statistical estimation
(1)
perturbation analysis
(1)
chinese restaurant process
(1)
signal propagation
(1)
levy process
(1)
prediction error
(1)
time-series forecasting
(1)
residual network
(1)
dynamic weighting
(1)
missing mass
(1)
good-turing estimator
(1)
residual neural network
(1)
stochastic depth
(1)
probability mass
(1)
Papers
Goal-Oriented Time-Series Forecasting: Foundation Framework Design
AAAI 2026
Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility
JMLR 2023
Regularization in ResNet with Stochastic Depth
NIPS 2021
Consistent estimation of small masses in feature sampling
JMLR 2021
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior
ICML 2019