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Tele Hao

M.Sc.

Postgraduate Researcher in Deep Learning and Bayesian Learning group and ICA group
Department of Information and Computer Science
Aalto University School of Science

Teaching Assistant in T-61.5130

Bio

I obtained my Bachelor degree in Nanjing University, China in 2010 and Master's degree in International Master's Program in Machine Learning and Data Mining, Department of Information and Computer Science, School of Science, Aalto University in Late 2012.

Now I am extending my research during my Master's degree studies to a full length PhD project.

My real name is Хотло Ширнүүд. This is the direct translation from my original Mongolian name. Please find me on the social net under this name.

Research Interest

My research interest lies in the field of artificial neural network, its optimization methods, and the applications for those networks. The dependence modeling and multi-view feature learning using deep network are my current research direction.

My other researcher interests include Independent Component Analysis, Non-negative matrix factorization, and Canonical Correlation Analysis.

Generally, I am interested in the following research fields:

Publications

Conferences

  1. Karhunen, J., Hao, T.,
    Finding Dependent and Independent Components from Two Related Data Sets
    In Proc. of the Int. Joint Conf. on Neural Networks (IJCNN 2011), San Jose, California, USA, August 2011, pp. 457-466.
  2. Karhunen, J., Hao, T., Ylipaavalniemi, J.
    A Canonical Correlation Analysis Based Method for Improving BSS of Two Related Data Sets
    In Proc. of the 10th Int. Joint Conf. on Latent Variable Analysis and Signal Separation (LVA/ICA 2012), Tel-Aviv, Israel, March 2012.
  3. Karhunen, J., Hao, T., Ylipaavalniemi, J.
    A Generalized Canonical Correlation Analysis Based Method for Blind Source Separation from Related Data Sets
    In Proc. of the Int. Joint Conf. on Neural Networks (IJCNN 2012), Brisbane, Australia, June 2012.
  4. Zhang, H.,Hao, T.,Yang, Z.,Oja, E.
    Pairwise Clustering with t-PLSI.
    In Proc. of the 22nd International Conference on Artificial Neural Networks (ICANN 2012), Lausanne, Switzerland, September 2012
  5. Hao, T.,Raiko, T.,Ilin, A., Karhunen, J.
    Gated Boltzmann Machine in Texture Modeling
    In Proc. of the 22nd International Conference on Artificial Neural Networks (ICANN 2012), Lausanne, Switzerland, September 2012
  6. Yang, Z, Hao, T.,Dikmen, O.,Chen, X.,Oja, E
    Clustering by Nonnegative Matrix Factorization Using Graph Random Walk
    In Advances in Neural Information Processing Systems 25 (NIPS 2012), Lake Tahoe, USA, 2012.

Journals

  1. Karhunen, J., Hao, T., Ylipaavalniemi, J.
    Finding Dependent and Independent Components from Related Data Sets: A Generalized Canonical Correlation Analysis Based Method
    Neurocomputing, 2013 (Accepted for publication)

Thesis

  1. Hao, T., Gated Boltzmann Machine in Texture Modeling, Master Thesis, Aalto University, 2012

Contacts

Office:
Room T-A322 in Computer Science Building,
Konemiehentie 2, Otaniemi campus area, Espoo
Postal Address:
Aalto University School of Science,
Department of Information and Computer Science,
P.O. Box 15400, FI-00076 Aalto, Finland
Mobile:
+358 401325080
E-mail: