Aws Albarghouthi
8 papers · 2017–2022 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver
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Keyword Pioneer
📈
Trend Setter
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Keyword Collector
(53)
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(7)
Core AI
(7)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
string transformation
(2)
program synthesis
(2)
algorithmic fairness
(1)
natural language processing
(1)
text classification
(1)
probabilistic inference
(1)
adversarial machine learning
(1)
deep learning
(1)
bias detection
(1)
interpretable machine learning
(1)
referring expression
(1)
adversarial training
(1)
symbolic reasoning
(1)
weak supervision
(1)
data poisoning
(1)
exact inference
(1)
machine learning security
(1)
backdoor attack
(1)
adversarial attack
(1)
few-shot learning
(1)
Papers
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
NeurIPS 2022
BagFlip: A Certified Defense Against Data Poisoning
NeurIPS 2022
Certified Robustness to Programmable Transformations in LSTMs
EMNLP 2021
Certifying Robustness to Programmable Data Bias in Decision Trees
NeurIPS 2021
Generating Programmatic Referring Expressions via Program Synthesis
ICML 2020
Robustness to Programmable String Transformations via Augmented Abstract Training
ICML 2020
Synthesizing Action Sequences for Modifying Model Decisions
AAAI 2020
Weighted Model Integration with Orthogonal Transformations
IJCAI 2017