Ezra Winston
6 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ICLR (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
image classification
(1)
neural tangent kernel
(1)
feature learning
(1)
certified robustness
(1)
data poisoning
(1)
domain adaptation
(1)
adversarial classification
(1)
label shift
(1)
convolutional neural network
(1)
randomized smoothing
(1)
fixed point
(1)
distribution alignment
(1)
monotone operator
(1)
sparse signal
(1)
neural network
(1)
deep equilibrium network
(1)
sparse signal detection
(1)
asymmetric relaxation
(1)
target risk
(1)
implicit-depth model
(1)
Papers
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs
ICLR 2024
Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels
NIPS 2021
Estimating Lipschitz constants of monotone deep equilibrium models
ICLR 2021
Monotone operator equilibrium networks
NIPS 2020
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing
ICML 2020
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment
ICML 2019