Research output per year
Research output per year
- 11 results
Search results
-
2023
Automatic document classification via transformers for regulations compliance management in large utility companies
Dimlioglu, T., Wang, J., Bisla, D., Choromanska, A., Odie, S., Bukhman, L., Olomola, A. & Wong, J. D., Aug 2023, In: Neural Computing and Applications. 35, 23, p. 17167-17185 19 p.Research output: Contribution to journal › Article › peer-review
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2022
DNN Patching: Progressive Fixing and Augmenting the Functionalities of DNNs for Autonomous Vehicles
Saridena, A. N. & Choromanska, A., Apr 1 2022, In: IEEE Robotics and Automation Letters. 7, 2, p. 3257-3264 8 p.Research output: Contribution to journal › Article › peer-review
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2020
Learning-Based Real-Time Process-Aware Anomaly Monitoring for Assured Autonomy
Patel, N., Saridena, A. N., Choromanska, A., Krishnamurthy, P. & Khorrami, F., Dec 2020, In: IEEE Transactions on Intelligent Vehicles. 5, 4, p. 659-669 11 p., 9099389.Research output: Contribution to journal › Article › peer-review
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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 journal › Article › peer-review
Open Access -
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 journal › Article › peer-review
Open Access -
Extreme multiclass classification criteria
Choromanska, A. & Jain, I. K., Mar 2019, In: Computation. 7, 1, 16.Research output: Contribution to journal › Article › peer-review
Open Access -
Invertible autoencoder for domain adaptation
Teng, Y. & Choromanska, A., Jun 1 2019, In: Computation. 7, 2, 20.Research output: Contribution to journal › Article › peer-review
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 journal › Article › peer-review
Open Access -
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 journal › Article › peer-review
Open Access -
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 journal › Article › peer-review
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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 2012Research output: Contribution to journal › Article › peer-review