Benjamin I. Rubinstein
5 papers · 2006–2023 · 1 conference · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Academic Marathon (17) π Cross-Pollinator (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Champion
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Trend Setter
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Conference Pioneer
Conferences
NIPS (5)
Top co-authors
Keywords
randomized smoothing
(2)
certified robustness
(2)
vc dimension
(2)
ensemble learning
(1)
model robustness
(1)
pac learning
(1)
multiclass classification
(1)
compression scheme
(1)
expected risk
(1)
sample compression
(1)
concept class
(1)
mistake bound
(1)
risk bound
(1)
adversarial transferability
(1)
adversarial example
(1)
edit distance
(1)
pac learnability
(1)
gradient orthogonality
(1)
model smoothness
(1)
neural network
(1)
Papers
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion
NIPS 2023
Unlabelled Sample Compression Schemes for Intersection-Closed Classes and Extremal Classes
NIPS 2022
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity
NIPS 2022
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness
NIPS 2021
Shifting, One-Inclusion Mistake Bounds and Tight Multiclass Expected Risk Bounds
NIPS 2006