Lisa Amini
5 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
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Keyword Pioneer
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Cross-Pollinator
(12)
Conferences
NIPS (2)
AAAI (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
stochastic optimization
(1)
adversarial robustness
(1)
nonconvex optimization
(1)
imitation learning
(1)
black-box optimization
(1)
model robustness
(1)
adversarial training
(1)
variance reduction
(1)
zeroth-order optimization
(1)
feature engineering
(1)
self-supervised pretraining
(1)
self-supervised pre-training
(1)
gradient-free optimization
(1)
learning to optimize
(1)
automated machine learning
(1)
curriculum training
(1)
gradient explosion
(1)
semantic feature discovery
(1)
code mining
(1)
semantic type detection
(1)
Papers
Semantic Feature Discovery with Code Mining and Semantic Type Detection
AAAI 2022
Optimizer Amalgamation
ICLR 2022
Training Stronger Baselines for Learning to Optimize
NIPS 2020
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
CVPR 2020
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization
NIPS 2018