Anna Choromanska

Assistant Professor

20122019
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Fingerprint Dive into the research topics where Anna Choromanska is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Neural networks Engineering & Materials Science
Learning algorithms Engineering & Materials Science
Entropy Engineering & Materials Science
Data structures Engineering & Materials Science
Multilayer Mathematics
Ground vehicles Engineering & Materials Science
Sensors Engineering & Materials Science
Multilayers Engineering & Materials Science

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Research Output 2012 2019

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

Navigation
Sensor
Camera
Lidar
Sensors

Cisplatin and vinorelbine -mediated electrochemotherapeutic approach against multidrug resistant small cell lung cancer (H69Ar) in vitro

Drąg-Zalesińska, M., Saczko, J., Choromanska, A., Szewczyk, A., Rembiałkowska, N., Kulbacka, J. & Rzechonek, A., Jan 1 2019, In : Anticancer Research. 39, 7, p. 3711-3718 8 p.

Research output: Contribution to journalArticle

Electroporation
Small Cell Lung Carcinoma
Cisplatin
Lung Neoplasms
Cell Survival

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., Jan 1 2019.

Research output: Contribution to conferencePaper

Gradient methods
entropy
Eigenvalues and eigenfunctions
Entropy
energy

Invertible autoencoder for domain adaptation

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

Research output: Contribution to journalArticle

Open Access
Invertible
Probability distributions
Learning systems
Cycle
Orthonormal

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

Source separation
Glossaries
Cost functions