Maryam Saleki
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
uncertainty quantification
(2)
text classification
(2)
hate speech detection
(2)
social media analysis
(1)
topic modeling
(1)
generative model
(1)
social network
(1)
variational autoencoder
(1)
out-of-distribution detection
(1)
generative adversarial network
(1)
adversarial example
(1)
evidential deep learning
(1)
aleatoric uncertainty
(1)
sentence transformer
(1)
violence detection
(1)
misclassification cost
(1)
communal violence
(1)
risk calibration
(1)
semi-supervised learning
(1)
pignistic probability
(1)
Papers
BLP-2023 Task 1: Violence Inciting Text Detection (VITD)
EMNLP 2023
Vio-Lens: A Novel Dataset of Annotated Social Network Posts Leading to Different Forms of Communal Violence and its Evaluation
EMNLP 2023
Misclassification Risk and Uncertainty Quantification in Deep Classifiers
WACV 2021
Uncertainty-Aware Deep Classifiers Using Generative Models
AAAI 2020