Ethan Elenberg
4 papers · 2017–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Renaissance Researcher
(5)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Differential Privacy
(1)
Generation
(1)
Keywords
submodular optimization
(2)
differential privacy
(1)
margin ranking
(1)
label noise detection
(1)
neural network training
(1)
feature selection
(1)
label noise
(1)
classification error
(1)
greedy algorithm
(1)
streaming algorithm
(1)
language model
(1)
data cleaning
(1)
language model fine-tuning
(1)
submodular function
(1)
membership inference attack
(1)
dialogue system
(1)
mislabeled data detection
(1)
token-level classification
(1)
neural network
(1)
domain privacy
(1)
Papers
Domain Private Transformers for Multi-Domain Dialog Systems
EMNLP 2023
Identifying Mislabeled Data using the Area Under the Margin Ranking
NeurIPS 2020
Scalable Greedy Feature Selection via Weak Submodularity
AISTATS 2017
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly
NeurIPS 2017