PROFESSIONAL SERVICES

PROFESSIONAL SERVICES

  • Editorship (peer-reviewed journals)
    • Action Editor, Journal of Machine Learning Research: 06/2022 - Present
    • Action Editor, Machine Learning: 06/2021 - Present
    • Associate Editor, Journal of Optimization Theory and Applications: 06/2022 - Present
    • Associate Editor, IEEE Transactions on Neural Networks and Learning Systems: 01/2022 - 12/2023
    • Action Editor, Neural Networks: 01/2022 - 12/2022
  • Senior Area Chair / Senior Meta-Reviewer (peer-reviewed conferences)
    • Senior Area Chair, Conference on Neural Information Processing Systems (NeurIPS): 2024 - 2025
    • Senior Area Chair, International Conference on Artificial Intelligence and Statistics (AISTATS): 2025
  • Area Chair / Meta-Reviewer / Senior Program Committee (peer-reviewed conferences)
    • Area Chair, International Conference on Machine Learning (ICML): 2020 - 2025
    • Area Chair, Conference on Neural Information Processing Systems (NeurIPS): 2022 - 2023
    • Area Chair, International Conference on Learning Representations (ICLR): 2021 - 2025
    • Area Chair, International Conference on Artificial Intelligence and Statistics (AISTATS): 2021 - 2024
    • Area Chair, Conference on Uncertainty in Artificial Intelligence (UAI): 2022 - 2024
    • Area Chair, Conference on Computer Vision and Pattern Recognition (CVPR): 2023 - 2025
    • Senior Program Committee, AAAI Conference on Artificial Intelligence (AAAI): 2022
  • Organizing Committee
    • Journal Chair, The 39th Conference on Neural Information Processing Systems (NeurIPS 2025).
    • Journal Chair, The 38th Conference on Neural Information Processing Systems (NeurIPS 2024).
    • Journal Chair, The 37th Conference on Neural Information Processing Systems (NeurIPS 2023).
    • General Chair & Program Chair, When Machine Learning meets Dynamical Systems: Theory and Applications. AAAI 2023 Workshop
    • General Chair & Program Chair, New Frontiers in Federated Learning: Privacy, Fairness, Robustness, Personalization and Data Ownership. NeurIPS 2021 Workshop
  • Reviewer (proposals)
    • Reviewer & Panelist, Grant proposals, National Science Foundation (NSF): 2022
    • Evaluation Member, Grant proposals, AI Singapore (AISG) Research Programme: 2022, 2024
    • Reviewer, Workshop proposals, NeurIPS 2021 Workshop
  • Reviewer / Program Committee (peer-reviewed conferences)
    • International Conference on Machine Learning (ICML): 2017 - 2019
    • Conference on Neural Information Processing Systems (NIPS/NeurIPS): 2017 - 2021
    • International Conference on Learning Representations (ICLR): 2018 - 2020
    • International Conference on Artificial Intelligence and Statistics (AISTATS): 2019 - 2020
    • Conference on Uncertainty in Artificial Intelligence (UAI): 2019 - 2021
    • Conference on Learning Theory (COLT): 2021 - 2022
    • AAAI Conference on Artificial Intelligence (AAAI): 2019 - 2021
    • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 2019 - 2022
    • International Joint Conferences on Artificial Intelligence (IJCAI): 2020
    • European Conference on Computer Vision (ECCV): 2020
    • IEEE International Conference on Computer Vision (ICCV): 2019 - 2021
  • Reviewer (peer-reviewed journals)
    • Journal of Machine Learning Research: 2018 - 2022
    • Mathematical Programming: 2020 - 2022
    • SIAM Journal on Optimization: 2020 - 2021
    • SIAM Journal on Numerical Analysis: 2021
    • IEEE Transactions on Neural Networks and Learning Systems: 2020 - 2021
    • IEEE Transactions on Signal Processing: 2019 - 2020
    • Artificial Intelligence: 2019
    • Optimization Methods and Software: 2018
    • SIAM Journal on Mathematics of Data Science: 2020
  • Member
    • Senior Member, Institute for Operations Research and the Management Sciences (INFORMS): 2024 - Present
    • Editorial Board, Journal of Machine Learning Research: 2020 - Present
    • Editorial Board, Machine Learning: 2021 - Present
    • Editorial Board, Journal of Optimization Theory and Applications: 2022 - Present
    • Editorial Board, IEEE Transactions on Neural Networks and Learning Systems: 2022 - 2023
    • Editorial Board, Neural Networks: 2022
    • Program Committee, "When Machine Learning meets Dynamical Systems: Theory and Applications (MLmDS 2023)", AAAI 2023 Workshop
    • Program Committee, "New Frontiers in Federated Learning: Privacy, Fairness, Robustness, Personalization and Data Ownership (NFFL 2021)", NeurIPS 2021 Workshop
    • Program Committee, "Optimization for Machine Learning (OPT 2020)", NeurIPS 2020 Workshop
    • Program Committee, "Modern Trends in Nonconvex Optimization for Machine Learning", ICML 2018 Workshop
  • Session Chair / Organizer
    • International Conference on Machine Learning (ICML)
      • "Optimization/Reinforcement Learning", ICML 2022
      • "OPT: Non-Convex", ICML 2022
      • "Optimization (Stochastic)", ICML 2021
      • "Optimization (Nonconvex)", ICML 2021
    • International Conference on Learning Representations (ICLR)
      • "Oral Session 6", ICLR 2021
    • International Conference on Artificial Intelligence and Statistics (AISTATS)
      • "Theory and Practice of Machine Learning", AISTATS 2021
    • INFORMS Annual Meeting (INFORMS)
      • "First-Order Methods for Machine Learning", INFORMS Annual Meeting 2023
      • "Optimization for Machine Learning", INFORMS Annual Meeting 2022
      • "Recent Advances in Stochastic Gradient Algorithms", INFORMS Annual Meeting 2021
      • "Recent Advances in Stochastic Gradient Algorithms for Machine Learning Applications", INFORMS Annual Meeting 2020
      • "Fast and Provable Nonconvex Optimization Algorithms in Machine Learning", INFORMS Annual Meeting 2019
      • "Recent Advances in Optimization Methods for Machine Learning", INFORMS Annual Meeting 2018
    • Modeling and Optimization: Theory and Applications (MOPTA)
      • "Sparse Optimization" and "Stochastic Gradient Decent", DIMACS/TRIPODS/MOPTA 2018
  • IBM Activities
    • Champion, International Conference on Machine Learning (ICML): 01/2022 - Present
    • Co-Chair, Invention Development Team (IDT): 09/2024 - Present
    • Member, Invention Development Team (IDT): 11/2021 - Present
    • Champion, Professional Interest Community (PIC) - Learning: 07/2021 - Present
    • Member, Research AI Pillar Accomplishment Committee: 2022
    • Reviewer, 2021 Pat Goldberg Memorial Best Paper Competition: 2022
    • Reviewer, IBM Ph.D. Fellowships: 2020

Lam M. Nguyen

(Nguyễn Minh Lâm)
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