Klas Leino
9 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🧬 Topic Evolution
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Triple Crown
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Keyword Collector
(52)
📈
Trend Setter
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(7)
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(6)
Optimization & Theory · Machine Learning
(5)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Architectures
(2)
Techniques
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
adversarial robustness
(4)
certified robustness
(3)
certifiable robustness
(2)
adversarial example
(2)
convolutional neural network
(1)
feature attribution
(1)
neural network interpretability
(1)
adversarial attack
(1)
adversarial training
(1)
linear classifier
(1)
gradient descent
(1)
recurrent neural network
(1)
ensemble method
(1)
inductive bia
(1)
language model
(1)
adversarial perturbation
(1)
decision boundary
(1)
robustness certification
(1)
lipschitz constant
(1)
hypothesis testing
(1)
Papers
A Recipe for Improved Certifiable Robustness
ICLR 2024
On the Perils of Cascading Robust Classifiers
ICLR 2023
Unlocking Deterministic Robustness Certification on ImageNet
NeurIPS 2023
Selective Ensembles for Consistent Predictions
ICLR 2022
Fast Geometric Projections for Local Robustness Certification
ICLR 2021
Globally-Robust Neural Networks
ICML 2021
Relaxing Local Robustness
NeurIPS 2021
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models
ACL 2020
Feature-Wise Bias Amplification
ICLR 2019