Lam M. Nguyen

8 papers at tracked venues · 6 at CORE A* · active 2024–2024

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×3 AAAI ×2 ICDM ×1 ICML ×1 SDM ×1

Frequent coauthors

Lily Weng

×2

Trang H. Tran

×2

Yunshi Wen

×1

Tengfei Ma

×1

Anak Agung Julius

×1

Duy A. Nguyen

×1

Huy Hieu Pham

×1

Phi Le Nguyen

×1

Dzung T. Phan

×1

Jayant Kalagnanam

×1

Chandra Reddy

×1

Anh Duc Nguyen

×1

Papers

Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification
NeurIPS 2024 ·
Yunshi Wen
,
Tengfei Ma
,
Lily Weng
, Lam M. Nguyen,
Anak Agung Julius
Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient Encoder
ICDM 2024 ·
Duy A. Nguyen
,
Trang H. Tran
,
Huy Hieu Pham
,
Phi Le Nguyen
, Lam M. Nguyen
Multi-polytope Machine for Classification
SDM 2024 ·
Dzung T. Phan
, Lam M. Nguyen,
Jayant Kalagnanam
,
Chandra Reddy
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods
AAAI 2024 ·
Anh Duc Nguyen
,
Tuan Dung Nguyen
,
Quang Minh Nguyen
,
Hoang H. Nguyen
, Lam M. Nguyen,
Kim-Chuan Toh
One Step Closer to Unbiased Aleatoric Uncertainty Estimation
AAAI 2024 ·
Wang Zhang
,
Ziwen Martin Ma
,
Subhro Das
,
Tsui-Wei Lily Weng
,
Alexandre Megretski
,
Luca Daniel
, Lam M. Nguyen
Proactive DP: A Multiple Target Optimization Framework for DP-SGD
ICML 2024 ·
Marten van Dijk
,
Nhuong V. Nguyen
,
Toan N. Nguyen
, Lam M. Nguyen,
Phuong Ha Nguyen
Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data
NeurIPS 2024 ·
Pei-Yau Weng
,
Minh Hoang
, Lam M. Nguyen,
My T. Thai
,
Lily Weng
,
Trong Nghia Hoang
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
NeurIPS 2024 ·
Quoc Tran-Dinh
,
Trang H. Tran
, Lam M. Nguyen