Nam Nguyen
5 papers · 2011–2023 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (23)
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Core Methods
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory
(2)
Techniques
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
representation learning
(2)
variational inference
(1)
convex optimization
(1)
robust regression
(1)
multilingual nlp
(1)
transfer learning
(1)
sparse recovery
(1)
matrix factorization
(1)
sentiment analysis
(1)
natural language processing
(1)
neural network pruning
(1)
emotion recognition
(1)
network pruning
(1)
mutual information
(1)
lasso regression
(1)
support recovery
(1)
robust estimation
(1)
restricted eigenvalue
(1)
robust lasso
(1)
model compression
(1)
Papers
ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing
EMNLP 2023
Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting
AAAI 2021
Estimating Information Flow in Deep Neural Networks
ICML 2019
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee
NeurIPS 2017
Robust Lasso with missing and grossly corrupted observations
NeurIPS 2011