Paulius Rauba
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Natural Language Processing
(3)
Application Areas
(2)
Resources & Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
causal inference
(1)
image classification
(1)
domain generalization
(1)
text classification
(1)
social media analysis
(1)
multimodal learning
(1)
image captioning
(1)
out-of-distribution generalization
(1)
hypothesis testing
(1)
sensitivity analysis
(1)
monte carlo sampling
(1)
distribution shift
(1)
inductive bia
(1)
language model
(1)
multimodal classification
(1)
token importance
(1)
black-box model
(1)
performance degradation
(1)
hate speech detection
(1)
Papers
Statistical Hypothesis Testing for Auditing Robustness in Language Models
ICML 2025
Visualizing token importance for black-box language models
AISTATS 2025
Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models
NeurIPS 2024
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments
NeurIPS 2024
Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset
ACL 2021