• 256 Citations
  • 7 h-Index
19972019

Research output per year

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Research Output

A Riemannian gossip approach to subspace learning on Grassmann manifold

Mishra, B., Kasai, H., Jawanpuria, P. & Saroop, A., 2019 Oct 14, In : Machine Learning. 108, 10, p. 1783-1803 21 p.

Research output: Contribution to journalArticle

Open Access
  • 4 Citations (Scopus)
  • 3 Citations (Scopus)

    Fast optimization algorithm on complex oblique manifold for hybrid precoding in millimeter wave MIMO systems

    Kasai, H., 2019 Feb 20, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1266-1270 5 p. 8646553. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 3 Citations (Scopus)

    Riemannian adaptive stochastic gradient algorithms on matrix manifolds

    Kasai, H., Jawanpuria, P. & Mishra, B., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 5699-5708 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Riemannian stochastic variance reduced gradient algorithm with retraction and vector transport

    Sato, H., Kasai, H. & Mishra, B., 2019, In : SIAM Journal on Optimization. 29, 2, p. 1444-1472 29 p.

    Research output: Contribution to journalArticle

  • 5 Citations (Scopus)