Yoni Halpern
6 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(15)
🧭
Keyword Pioneer
🚀
Conference Pioneer
Conferences
ICML (2)
AISTATS (1)
EMNLP (1)
INTERSPEECH (1)
MLHC (1)
Top co-authors
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)
model fine-tuning
(1)
multimodal large language model
(1)
noisy label
(1)
on-device model
(1)
robust generalization
(1)
word error rate
(1)
user intent
(1)
contextual cue
(1)
intent extraction
(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
Contextual Prediction Models for Speech Recognition
INTERSPEECH 2016
Clinical Tagging with Joint Probabilistic Models
MLHC 2016