Piotr Mirowski
Piotr Mirowski
Senior Research Scientist at DeepMind
Verified email at google.com - Homepage
TitleCited byYear
Classification of patterns of EEG synchronization for seizure prediction
P Mirowski, D Madhavan, Y LeCun, R Kuzniecky
Clinical neurophysiology 120 (11), 1927-1940, 2009
2892009
Learning to navigate in complex environments
P Mirowski, R Pascanu, F Viola, H Soyer, AJ Ballard, A Banino, M Denil, ...
arXiv preprint arXiv:1611.03673, 2016
2702016
Predictive network modeling of the high-resolution dynamic plant transcriptome in response to nitrate
G Krouk, P Mirowski, Y LeCun, DE Shasha, GM Coruzzi
Genome biology 11 (12), R123, 2010
1522010
Comparing SVM and convolutional networks for epileptic seizure prediction from intracranial EEG
PW Mirowski, Y LeCun, D Madhavan, R Kuzniecky
2008 IEEE workshop on machine learning for signal processing, 244-249, 2008
1182008
Vector-based navigation using grid-like representations in artificial agents
A Banino, C Barry, B Uria, C Blundell, T Lillicrap, P Mirowski, A Pritzel, ...
Nature 557 (7705), 429, 2018
1102018
SignalSLAM: Simultaneous localization and mapping with mixed WiFi, Bluetooth, LTE and magnetic signals
P Mirowski, TK Ho, S Yi, M MacDonald
International Conference on Indoor Positioning and Indoor Navigation, 1-10, 2013
1072013
Demand forecasting in smart grids
P Mirowski, S Chen, TK Ho, CN Yu
Bell Labs technical journal 18 (4), 135-158, 2014
752014
A sparse coding approach to household electricity demand forecasting in smart grids
CN Yu, P Mirowski, TK Ho
IEEE Transactions on Smart Grid 8 (2), 738-748, 2016
592016
KL-divergence kernel regression for non-Gaussian fingerprint based localization
P Mirowski, H Steck, P Whiting, R Palaniappan, M MacDonald, TK Ho
2011 International Conference on Indoor Positioning and Indoor Navigation, 1-10, 2011
592011
Probabilistic radio-frequency fingerprinting and localization on the run
P Mirowski, D Milioris, P Whiting, TK Ho
Bell Labs Technical Journal 18 (4), 111-133, 2014
572014
System and method for feature-rich continuous space language models
PW Mirowski, S Bangalore, S Balakrishnan, S Chopra
US Patent 9,092,425, 2015
532015
Statistical machine learning and dissolved gas analysis: a review
P Mirowski, Y LeCun
IEEE Transactions on Power Delivery 27 (4), 1791-1799, 2012
482012
Unsupervised predictive memory in a goal-directed agent
G Wayne, CC Hung, D Amos, M Mirza, A Ahuja, A Grabska-Barwinska, ...
arXiv preprint arXiv:1803.10760, 2018
442018
Dynamic factor graphs for time series modeling
P Mirowski, Y LeCun
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
442009
Computer-based generation and validation of training images for multipoint geostatistical analysis
P Mirowski, D Tetzlaff, D McCormick, N Williams, C Signer
US Patent 7,630,517, 2009
402009
Probability kernel regression for WiFi localisation
P Mirowski, P Whiting, H Steck, R Palaniappan, M MacDonald, ...
Journal of Location Based Services 6 (2), 81-100, 2012
362012
Stationarity scores on training images for multipoint geostatistics
PW Mirowski, DM Tetzlaff, RC Davies, DS McCormick, N Williams, ...
Mathematical geosciences 41 (4), 447-474, 2009
352009
Dynamic auto-encoders for semantic indexing
P Mirowski, M Ranzato, Y LeCun
Proceedings of the NIPS 2010 Workshop on Deep Learning 2, 2010
342010
Learning to navigate in cities without a map
P Mirowski, M Grimes, M Malinowski, KM Hermann, K Anderson, ...
Advances in Neural Information Processing Systems, 2419-2430, 2018
322018
Dependency recurrent neural language models for sentence completion
P Mirowski, A Vlachos
arXiv preprint arXiv:1507.01193, 2015
292015
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