No photo of Anna Choromanska

Anna Choromanska

Assistant Professor

    20122020

    Research output per year

    If you made any changes in Pure these will be visible here soon.

    Research Output

    Filter
    Article
    2020

    Learning-Based Real-Time Process-Aware Anomaly Monitoring for Assured Autonomy

    Patel, N., Saridena, A. N., Choromanska, A., Krishnamurthy, P. & Khorrami, F., 2020, (Accepted/In press) In : IEEE Transactions on Intelligent Vehicles.

    Research output: Contribution to journalArticle

    2019

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

    Patel, N., Choromanska, A., Krishnamurthy, P. & Khorrami, F., Jun 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

    Chaudhari, P., Choromanska, A., Soatto, S., Lecun, Y., Baldassi, C., Borgs, C., Chayes, J., Sagun, L. & Zecchina, R., Dec 20 2019, In : Journal of Statistical Mechanics: Theory and Experiment. 2019, 12, 124018.

    Research output: Contribution to journalArticle

    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., Sep 15 2019, In : Machine Learning. 108, 8-9, p. 1307-1327 21 p.

    Research output: Contribution to journalArticle

    2016

    Differentially-private learning of low dimensional manifolds

    Choromanska, A., Choromanski, K., Jagannathan, G. & Monteleoni, C., Mar 21 2016, In : Theoretical Computer Science. 620, p. 91-104 14 p.

    Research output: Contribution to journalArticle

    2012

    Automatic reconstruction of neural morphologies with multi-scale graph-based tracking

    Choromanska, A., Chang, S. F. & Yuste, R., Apr 19 2012, In : Frontiers in Neural Circuits. APRIL2012, p. 1-15 15 p.

    Research output: Contribution to journalArticle

    Automatic reconstruction of neural morphologies with multi-scale tracking

    Choromanska, A., Chang, S. F. & Yuste, R., Jun 25 2012, In : Frontiers in Neural Circuits. JUNE 2012

    Research output: Contribution to journalArticle