Hamid Javadi
7 papers · 2017–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
ridge regularization
(2)
neural network optimization
(2)
membership inference
(2)
non-convex optimization
(1)
variational inference
(1)
subspace learning
(1)
ridge regression
(1)
tensor decomposition
(1)
low-rank approximation
(1)
mean field
(1)
linear regression
(1)
sparse optimization
(1)
optimization landscape
(1)
early stopping
(1)
dropout regularization
(1)
adaptive dropout
(1)
generalization bound
(1)
spectral algorithm
(1)
topic model
(1)
ensemble method
(1)
Papers
A Blessing of Dimensionality in Membership Inference through Regularization
AISTATS 2023
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference
NeurIPS 2022
The Flip Side of the Reweighted Coin: Duality of Adaptive Dropout and Regularization
NeurIPS 2021
The Implicit Regularization of Ordinary Least Squares Ensembles
AISTATS 2020
An Instability in Variational Inference for Topic Models
ICML 2019
Porcupine Neural Networks: Approximating Neural Network Landscapes
NeurIPS 2018
Tensor Biclustering
NeurIPS 2017