Lisa Amini
5 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
variance reduction
(2)
learning to optimize
(2)
non-convex optimization
(1)
imitation learning
(1)
black-box optimization
(1)
model robustness
(1)
adversarial training
(1)
gradient descent
(1)
zeroth-order optimization
(1)
feature engineering
(1)
self-supervised pretraining
(1)
gradient-free optimization
(1)
automated machine learning
(1)
teacher-student learning
(1)
curriculum training
(1)
gradient explosion
(1)
semantic feature discovery
(1)
code mining
(1)
semantic type detection
(1)
stochastic optimization
(1)
Papers
Optimizer Amalgamation
ICLR 2022
Semantic Feature Discovery with Code Mining and Semantic Type Detection
AAAI 2022
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
CVPR 2020
Training Stronger Baselines for Learning to Optimize
NeurIPS 2020
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization
NeurIPS 2018