Huy Nguyen
56 papers · 2002–2025 · 13 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 17 separate collaboration groups - the largest holds only 36% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Huy Nguyen?
8 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Alina Ene, Ta Duy Nguyen, Zijian Liu
14 papers
· 2014–2025
· ICML, NeurIPS, AAAI
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Lean and Mean Adaptive Optimization via Subset-Norm and Subspace-Momentum with Convergence Guarantees
ICML 2025
Maximum Coverage in Turnstile Streams with Applications to Fingerprinting Measures
ICML 2025
Online and Streaming Algorithms for Constrained k-Submodular Maximization
AAAI 2025
High Probability Convergence of Stochastic Gradient Methods
ICML 2023
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise
NeurIPS 2023
On the Convergence of AdaGrad(Norm) on R^d: Beyond Convexity, Non-Asymptotic Rate and Acceleration
ICLR 2023
On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis
NeurIPS 2023
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction
ICML 2022
Streaming Algorithm for Monotone k-Submodular Maximization with Cardinality Constraints
ICML 2022
Parallel Algorithm for Non-Monotone DR-Submodular Maximization
ICML 2020
Decomposable Submodular Function Minimization: Discrete and Continuous
NeurIPS 2017
Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions
ICML 2015
The Power of Randomization: Distributed Submodular Maximization on Massive Datasets
ICML 2015
Subspace Embeddings for the Polynomial Kernel
NeurIPS 2014
9 papers whose co-authors appear nowhere else under this name
AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-Identification
CVPR 2025
Improved Frequency Estimation Algorithms with and without Predictions
NeurIPS 2023
PP4AV: A Benchmarking Dataset for Privacy-Preserving Autonomous Driving
WACV 2023
Automatic Mean Opinion Score Estimation with Temporal Modulation Features on Gammatone Filterbank for Speech Assessment
Interspeech 2022
Robust Product Classification with Instance-Dependent Noise
ACL 2022
Improved Algorithms for Collaborative PAC Learning
NeurIPS 2018
On Communication Cost of Distributed Statistical Estimation and Dimensionality
NeurIPS 2014
Named Entity Recognition with Character-Level Models
CoNLL 2003
Automatic Semantic Grouping in a Spoken Language User Interface Toolkit
COLING 2002