dr Marek Śmieja

Jednostki:

  • Wydział Matematyki i Informatyki UJ
  • Instytut Informatyki i Matematyki Komputerowej
  • Katedra Uczenia Maszynowego

DoktoratOtwarcie: 2013-06-27, Zamknięcie: 2015-01-29

Publikacje:

32.
Flow-based SVDD for anomaly detection, INTERNATIONAL CONFERENCE ON MACHINE LEARNING (WORKSHOP TRACK) (2020),
28.
Set Aggregation Network as a Trainable Pooling Layer, INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING vol. Lecture Notes in Computer Science book series (LNCS, volume 11954) (2019), 419-431
27.
Sylwester Klocek, Łukasz Maziarka, Jakub Nowak, Marek Śmieja, Jacek Tabor, Maciej Wołczyk
Hypernetwork Functional Image Representation, ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING – ICANN 2019: WORKSHOP AND SPECIAL SESSIONS (2019), 496-510
21.
Processing of missing data by neural networks, ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS vol. 31 (2018), 2719--2729
15.
R Package CEC , NEUROCOMPUTING vol. 237 (2017), 410–413
13.
Szymon Nakoneczny, Marek Śmieja
Natural language processing methods in biological activity prediction, PROCEEDINGS OF ECML PKDD WORKSHOP ON MACHINE LEARNING IN LIFE SCIENCES (2016), 25-36
12.
Szymon Nakoneczny, Marek Śmieja, Jacek Tabor
Fast entropy clustering of sparse high dimensional binary data, PROCEEDNIGS OF IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN 2016) (2016), 2397-2404
10.
Probability Index of Metric Correspondence as a measure of visualization reliability, PROCEEDINGS OF ECML PKDD WORKSHOP ON MACHINE LEARNING IN LIFE SCIENCES (2015), 16-27
9.
Spherical Wards clustering and generalized Voronoi diagrams, PROCEEDING OF IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS vol. 36678 (2015), 10
4.
Andrzej Bojarski, Marek Śmieja, Jacek Tabor, Dawid Warszycki
3.
Renyi entropy dimension of the mixture of measures, PROCEEDINGS OF SCIENCE AND INFORMATION CONFERENCE (2014), 685-689
2.
Image segmentation with use of cross-entropy clustering, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING vol. 226 (2013), 403-409

Konferencje:

27.
ICLR International Conference on Learning Representatons, ICLR, Addis Ababa, Etiopia (virtual conference), 2020-04-26 - 2020-05-01
25.
Machine Learning Nokia Workshop, Nokia, Kraków, Polska, 2019-01-17 - 2019-01-17
24.
PL in ML: Polish View on Machine Learning, Uniwersytet Warszawski, Warszawa, Polska, 2018-12-14 - 2018-12-17
23.
NIPS 32nd International Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, Montreal, Kanada, 2018-12-02 - 2018-12-08
22.
ICML 35th International Conference on Machine Learning, International Machine Learning Society, Sztokholm, Szwecja, 2018-07-10 - 2018-07-15
21.
International Conference on Statistical Challenges in 21st Century Cosmology, Universitat de Valencia, Walencja, Hiszpania, 2018-05-22 - 2018-05-25
20.
eKNOW 10th International Conference on Information, Process, and Knowledge Management, International Academy, Research, and Industry Association, Rzym, Włochy, 2018-03-25 - 2018-03-29
19.
IDA 16th International Symposium on Intelligent Data Analysis, Birkbeck, University of London, UK, Londyn, Wielka Brytania, 2017-10-26 - 2017-10-28
18.
ICML 34th International Conference on Machine Learning, International Machine Learning Society, Sydney, Australia, 2017-08-06 - 2017-08-11
17.
TFML 2nd International Conference on Theoretical Foundations of Machine Learning, Uniwersytet Jagielloński, Kraków, Polska, 2017-02-13 - 2017-02-16
16.
ECML PKDD Workshop on Machine Learning in Life Science, University of Trento, Rive del Garda, Włochy, 2016-09-19 - 2016-09-23
15.
IJCNN IEEE International Joint Conference on Neural Networks, IEEE Computational Intelligence Society, Vancouver, Kanada, 2016-07-16 - 2016-07-29
14.
DSAA IEEE International Conference on Data Science and Advanced Analytics, IEEE Computational Intelligence Society, Paryż, Francja, 2015-10-19 - 2015-10-21
13.
MVML International Conference on Machine Vision and Machine Learning, International ASET Inc., Barcelona, Hiszpania, 2015-07-13 - 2015-07-14
12.
CISIM 13th International Conference on Computer Information Systems and Industrial Management Applications, Ton Duc Thang University, Ho Chi Minh City, Wietnam, 2014-11-05 - 2014-11-07
11.
XLIII Conference on Applied Mathematics, Instytut Matematyczny PAN, Zakopane, Polska, 2014-09-02 - 2014-09-09
10.
SAI Science and Information Conference, Science and Information Conferences, Londyn, Wielka Brytania, 2014-08-27 - 2014-08-29
9.
8th Annual International Conference on Mathematics and Statistics, The Athens Institute for Education and Research, Ateny, Grecja, 2014-06-30 - 2014-06-03
8.
AISTATS 17th International Conference on Artificial Intelligence and Statistics, Artificial Intelligence and Statistics Society, Rejkiawik, Islandia, 2014-04-22 - 2014-04-25
6.
XLII Conference of Applied Mathematics, Instytut Matematyczny PAN, Zakopane, Polska, 2013-08-27 - 2013-09-03
5.
Between Theory and Applications, Uniwersytet Gdański, Będlewo, Polska, 2013-06-16 - 2013-06-22
4.
CORES 8th International Conference on Computer Recognition Systems, Politechnika Wrocławska, Miłków, Polska, 2013-05-27 - 2013-05-29
3.
ITW Information Theory Workshop, IEEE Information Theory Society, Lozanna, Szwajcaria, 2012-09-03 - 2012-09-07
1.
XL Conference of Applied Mathematics, Instytut Matematyczny PAN, Zakopane, Polska, 2011-08-30 - 2011-09-06

Konferencje organizowane:

Granty (realizowane po maju 2009 roku)