Huy Le Nguyen

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 22

Top Topics

Speech Enhancement

Spiking Neurons

Differential Privacy

Top Venues

Publications

Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Le Nguyen
High Probability Convergence of Stochastic Gradient Methods. CoRR (2023)
Thy Nguyen, Anamay Chaturvedi, Huy Le Nguyen
Improved Learning-augmented Algorithms for k-means and k-medians Clustering. CoRR (2022)
Thien Hang Nguyen, Hongyang R. Zhang, Huy Le Nguyen
Improved Worst-Group Robustness via Classifier Retraining on Independent Splits. CoRR (2022)
Huy Le Nguyen, Thy D. Nguyen, Matthew Jones
Fair Range k-center. CoRR (2022)
Vitaly Feldman, Jelani Nelson, Huy Le Nguyen, Kunal Talwar
Private Frequency Estimation via Projective Geometry. CoRR (2022)
Anamay Chaturvedi, Huy Le Nguyen, Thy Nguyen
Streaming Submodular Maximization with Differential Privacy. CoRR (2022)
Tharani Thathsara Rajapaksha, Amila Alexander, Leshan Fernando, Anh Than, Huy Le Nguyen
Real-Time Weather Monitoring and IoT-Based Palmtop Device for Smart Agriculture. SN Comput. Sci. 3 (1) (2022)
Huy Le Nguyen, Dominique F. Chu
Incremental Neural Synthesis for Spiking Neural Networks. SSCI (2022)
Alina Ene, Huy Le Nguyen
Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence. AAAI (2022)
Matthew Jones, Huy Le Nguyen, Thy D. Nguyen
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret. CoRR (2022)
Anamay Chaturvedi, Matthew Jones, Huy Le Nguyen
Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error. AAAI (2022)
Anamay Chaturvedi, Huy Le Nguyen, Lydia Zakynthinou
Differentially Private Decomposable Submodular Maximization. AAAI (2021)
Dominique F. Chu, Huy Le Nguyen
Constraints on Hebbian and STDP learned weights of a spiking neuron. Neural Networks 135 (2021)
Huy Le Nguyen, Dominique F. Chu
Linear Constraints Learning for Spiking Neurons. CoRR (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement. ICASSP (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
Multi-View Audio And Music Classification. ICASSP (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
Multi-view Audio and Music Classification. CoRR (2021)
Konstantina Bairaktari, Huy Le Nguyen, Jonathan R. Ullman
Fair and Optimal Cohort Selection for Linear Utilities. CoRR (2021)
Dominique F. Chu, Huy Le Nguyen
Constraints on Hebbian and STDP learned weights of a spiking neuron. CoRR (2020)
Matthew Jones, Huy Le Nguyen, Thy D. Nguyen
Differentially Private Clustering via Maximum Coverage. CoRR (2020)
Huy Le Nguyen, Jonathan R. Ullman, Lydia Zakynthinou
Efficient Private Algorithms for Learning Large-Margin Halfspaces. ALT (2020)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement. CoRR (2020)
Kasper Green Larsen, Huy Le Nguyen
Improved range searching lower bounds. SCG (2012)