Rotem Mulayoff
7 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Grand Slam
Conferences
ICML (2)
NIPS (2)
AAAI (1)
COLT (1)
ICLR (1)
Top co-authors
Keywords
stochastic gradient descent
(3)
image restoration
(1)
density estimation
(1)
uncertainty quantification
(1)
covariance estimation
(1)
neural network optimization
(1)
loss landscape
(1)
function space
(1)
posterior distribution
(1)
hierarchical representation
(1)
gradient descent
(1)
nonparametric statistics
(1)
stochastic process
(1)
functional brain networks
(1)
hessian matrix
(1)
learning rate
(1)
diffusion model
(1)
implicit bia
(1)
linear neural network
(1)
ornstein-uhlenbeck process
(1)
Papers
Exact Mean Square Linear Stability Analysis for SGD
COLT 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees
NIPS 2024
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank
AAAI 2024
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks
ICLR 2023
The Implicit Bias of Minima Stability: A View from Function Space
NIPS 2021
Unique Properties of Flat Minima in Deep Networks
ICML 2020
Revealing Common Statistical Behaviors in Heterogeneous Populations
ICML 2018