Nguyen, Nam

7 publications

AAAI 2021 Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting Nam Nguyen, Brian Quanz

ICML 2019 Estimating Information Flow in Deep Neural Networks Ziv Goldfeld, Ewout Van Den Berg, Kristjan Greenewald, Igor Melnyk, Nam Nguyen, Brian Kingsbury, Yury Polyanskiy

NeurIPS 2017 Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee Alireza Aghasi, Afshin Abdi, Nam Nguyen, Justin Romberg

NeurIPS 2011 Robust Lasso with Missing and Grossly Corrupted Observations Nasser M. Nasrabadi, Trac D. Tran, Nam Nguyen

ECML-PKDD 2008 Improving Classification with Pairwise Constraints: A Margin-Based Approach Nam Nguyen, Rich Caruana

ECML-PKDD 2008 Metric Learning: A Support Vector Approach Nam Nguyen, Yunsong Guo

ICML 2007 Comparisons of Sequence Labeling Algorithms and Extensions Nam Nguyen, Yunsong Guo