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Anna Choromanska

Assistant Professor


    Research output per year

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    Fingerprint Weighted list of dominant concepts in the researcher's publications (titles and abstracts).

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    Research Output

    A deep learning gated architecture for UGV navigation robust to sensor failures

    Patel, N., Choromanska, A., Krishnamurthy, P. & Khorrami, F., Jun 1 2019, In : Robotics and Autonomous Systems. 116, p. 80-97 18 p.

    Research output: Contribution to journalArticle

  • Entropy-SGD: Biasing gradient descent into wide valleys. International Conference on Learning Representations (ICLR) 2017

    Chaudhari, P., Choromanska, A., Soatto, S., LeCun, Y., Baldassi, C., Borgs, C., Chayes, J., Sagun, L. & Zecchina, R., Jan 1 2019.

    Research output: Contribution to conferencePaper

  • Invertible autoencoder for domain adaptation

    Teng, Y. & Choromanska, A., Jun 1 2019, In : Computation. 7, 2, 20.

    Research output: Contribution to journalArticle

    Open Access
  • LSALSA: accelerated source separation via learned sparse coding

    Cowen, B., Saridena, A. N. & Choromanska, A., Jan 1 2019, In : Machine Learning.

    Research output: Contribution to journalArticle

  • Reconfigurable network for efficient inferencing in autonomous vehicles

    Fang, S. & Choromanska, A., May 1 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 1183-1189 7 p. 8794064. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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