Leello Tadesse Dadi
7 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
finite-sum minimization
(2)
stochastic variance reduction
(2)
image generation
(1)
non-convex optimization
(1)
kl divergence
(1)
sample complexity
(1)
face recognition
(1)
adversarial training
(1)
intrinsic dimension
(1)
renyi divergence
(1)
rademacher complexity
(1)
strongly convex
(1)
oracle complexity
(1)
nuclear norm
(1)
generalization bound
(1)
stochastic gradient langevin dynamics
(1)
first-order method
(1)
adaptive step size
(1)
spectral bia
(1)
adversarial example
(1)
Papers
Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling
ICLR 2025
Generalization of noisy SGD in unbounded non-convex settings
ICML 2025
Efficient Continual Finite-Sum Minimization
ICLR 2024
Finding Actual Descent Directions for Adversarial Training
ICLR 2023
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization
NeurIPS 2022
The Spectral Bias of Polynomial Neural Networks
ICLR 2022
The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers
NeurIPS 2021