Yoni Halpern
6 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Keyword Pioneer
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Conference Pioneer
Top co-authors
Research topics
Keywords
unsupervised learning
(1)
causal inference
(1)
shortcut learning
(1)
variational inference
(1)
parameter estimation
(1)
speech recognition
(1)
distribution shift
(1)
model decomposition
(1)
latent variable model
(1)
probabilistic graphical model
(1)
language model
(1)
group fairness
(1)
model fine-tuning
(1)
multimodal large language model
(1)
noisy label
(1)
on-device model
(1)
robust generalization
(1)
regularized method
(1)
prediction model
(1)
word error rate
(1)
Papers
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition
EMNLP 2025
FRAPPÉ: A Group Fairness Framework for Post-Processing Everything
ICML 2024
Causally motivated shortcut removal using auxiliary labels
AISTATS 2022
Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models
ICML 2020
Clinical Tagging with Joint Probabilistic Models
MLHC 2016
Contextual Prediction Models for Speech Recognition
Interspeech 2016