Brian Bartoldson
4 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Pioneer
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Cross-Pollinator
(12)
Conferences
NIPS (3)
AAAI (1)
Top co-authors
Keywords
lottery ticket hypothesis
(1)
image classification
(1)
transfer learning
(1)
model robustness
(1)
data augmentation
(1)
network pruning
(1)
fourier analysis
(1)
out-of-distribution generalization
(1)
model pruning
(1)
distribution shift
(1)
neural network surrogate
(1)
foundation model
(1)
out-of-distribution detection
(1)
computational fluid dynamics
(1)
out-of-distribution robustness
(1)
distribution shift robustness
(1)
design optimization
(1)
carbon capture
(1)
test-time ensembling
(1)
network quantization
(1)
Papers
Models Out of Line: A Fourier Lens on Distribution Shift Robustness
NIPS 2022
Latent Space Simulation for Carbon Capture Design Optimization
AAAI 2022
A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness
NIPS 2021
The Generalization-Stability Tradeoff In Neural Network Pruning
NIPS 2020