Scholar
Ba-Hien Tran
Google Scholar ID: FW26AagAAAAJ
Huawei Paris Research Center
Bayesian Inference
Machine Learning
Generative Models
Deep Learning
Efficient AI
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Citations & Impact
All-time
Citations
162
H-index
5
i10-index
4
Publications
15
Co-authors
12
list available
Contact
Email
ba-hien.tran@eurecom.fr
CV
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GitHub
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Publications
5 items
Universal Adaptive Environment Discovery
2025
Cited
0
Highly Efficient and Effective LLMs with Multi-Boolean Architectures
2025
Cited
0
Optimizing Data Augmentation through Bayesian Model Selection
2025
Cited
0
Robust Classification by Coupling Data Mollification with Label Smoothing
arXiv.org · 2024
Cited
0
BOLD: Boolean Logic Deep Learning
Neural Information Processing Systems · 2024
Cited
1
Resume (English only)
Academic Achievements
Published papers in top-tier venues including JMLR, NeurIPS, ICML, AISTATS (mostly as first author)
Inventor of approximately 25 filed patents (primarily as principal inventor)
Paper ‘BOLD: Boolean Logic Deep Learning’ accepted at NeurIPS 2024
Paper ‘Boolean Logic for Low-Energy Deep Learning’ accepted at ICML Workshop 2024
Paper ‘Robust Classification by Coupling Data Mollification with Label Smoothing’ accepted at AISTATS 2025
Paper ‘Spatial Bayesian Neural Networks’ published in Spatial Statistics journal
Multiple papers accepted at ICML, NeurIPS, and associated workshops, e.g., ‘One-Line-of-Code Data Mollification...’, ‘Fully Bayesian Autoencoders...’
Co-authors
12 total
Maurizio Filippone
Associate Professor - Statistics Program, KAUST
Co-author 2
Simone Rossi
Assistant Professor, EURECOM
Pietro Michiardi
EURECOM
Edwin V. Bonilla
Principal Research Scientist, CSIRO's Data61
Giulio Franzese
Assistant Professor - Eurecom
Stephan Mandt
Associate Professor, University of California, Irvine
Co-author 8
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