Publications

Publications by year.

For the most up-to-date list, please refer to my Google Scholar.

2022

  1. NeurIPS
    FedSR: A Simple and Effective Domain Generalization Method for Federated Learning
    Nguyen, A. TuanTorr, Philip, and Lim, Ser-Nam
    Advances in Neural Information Processing Systems 36 (NeurIPS) 2022
  2. ICLR
    KL Guided Domain Adaptation
    Nguyen, A. Tuan, Tran, Toan, Gal, YarinTorr, Philip HS, and Baydin, Atılım Güneş
    International Conference on Learning Representations (ICLR) 2022
  3. ICLR
    Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization
    Nguyen-Tang, Thanh, Gupta, Sunil,  Nguyen, A. Tuan, and Venkatesh, Svetha
    International Conference on Learning Representations (ICLR) 2022
  4. ICML
    Set Based Stochastic Subsampling
    Andreis, Bruno, Lee, Seanie,  Nguyen, A. Tuan, Lee, Juho, Yang, Eunho, and Hwang, Sung Ju
    International Conference on Machine Learning (ICML) 2022
  5. preprint
    Task-Agnostic Robust Representation Learning
    Nguyen, A. TuanLim, Ser Nam, and Torr, Philip
    Under Review 2022

2021

  1. NeurIPS
    Domain Invariant Representation Learning with Domain Density Transformations
    Nguyen, A. Tuan, Tran, Toan, Gal, Yarin, and Baydin, Atılım Güneş
    Advances in Neural Information Processing Systems 35 (NeurIPS) 2021
  2. AAAI
    Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning
    Nguyen, A. Tuan, Jeong, Hyewon, Yang, Eunho, and Hwang, Sung Ju
    Proceedings of the AAAI Conference on Artificial Intelligence May 2021
  3. IEEE TMC
    Detection of Microsleep Events with a Behind-the-ear Wearable System
    Pham, Nhat, Dinh, Tuan, Kim, Taeho, Raghebi, Zohreh, Bui, Nam, Truong, Hoang,  Nguyen, A. Tuan, Banaei-Kashani, Farnoush, Halbower, Ann, Dinh, Thang N., Nguyen, Vp, and Vu, Tam
    IEEE Transactions on Mobile Computing May 2021

2020