Aws Albarghouthi
8 papers · 2017–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (15)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(29)
π
Interdisciplinary Bridge
ποΈ
Keyword Collector
(53)
Conferences
NIPS (3)
ICML (2)
AAAI (1)
EMNLP (1)
IJCAI (1)
Top co-authors
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
BagFlip: A Certified Defense Against Data Poisoning
NIPS 2022
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
NIPS 2022
Certifying Robustness to Programmable Data Bias in Decision Trees
NIPS 2021
Certified Robustness to Programmable Transformations in LSTMs
EMNLP 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