Fingerprint Fingerprint is based on mining the text of the persons scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

In Vitro Techniques Medicine & Life Sciences
Electroporation Medicine & Life Sciences
Cell Line Medicine & Life Sciences
Photochemotherapy Medicine & Life Sciences
Castration Chemical Compounds
Neoplasms Medicine & Life Sciences
Adenocarcinoma Medicine & Life Sciences
Melanoma Medicine & Life Sciences

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Research Output 2009 2017

Anticancer activity of oat β-glucan in combination with electroporation on human cancer cells

Choromańska, A., Kulbacka, J., Harasym, J., Dubińska-Magiera, M. & Saczko, J. 2017 In : Acta Poloniae Pharmaceutica - Drug Research. 74, 2, p. 616-623 8 p.

Research output: Contribution to journalArticle

beta-Glucans
Electroporation
Avena sativa
Neoplasms
Fungi

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. 2017 International Conference on Learning Representations (ICLR).

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

Gradient descent
Entropy

High- and low-Molecular Weight oat Beta-Glucan Reveals Antitumor Activity in Human Epithelial Lung Cancer

Choromanska, A., Kulbacka, J., Harasym, J., Oledzki, R., Szewczyk, A. & Saczko, J. Jul 29 2017 In : Pathology and Oncology Research. p. 1-10 10 p.

Research output: Contribution to journalArticle

beta-Glucans
Avena sativa
Lung Neoplasms
Molecular Weight
Neoplasms

Structured adaptive and random spinners for fast machine learning computations

Bojarski, M., Choromanska, A., Choromanski, K., Fagan, F., Gouy-Pailler, C., Morvan, A., Sakr, N., Sarlos, T. & Atif, J. 2017 International Conference on Articial Intelligence and Statistics (AISTATS).

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

Machine learning

Binary embeddings with structured hashed projections

Choromanska, A., Choromanski, K., Bojarski, M., Jebara, T., Kumar, S. & Lecun, Y. 2016 33rd International Conference on Machine Learning, ICML 2016. International Machine Learning Society (IMLS), Vol. 1, p. 539-554 16 p.

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

Random variables
Classifiers
Neural networks