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Piotr Mirowski, Ph.D. - Publications

Affiliations: 
2011 Computer Science New York University, New York, NY, United States 
Area:
machine learning, computational neuroscience, computer vision
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13 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Ravuri S, Lenc K, Willson M, Kangin D, Lam R, Mirowski P, Fitzsimons M, Athanassiadou M, Kashem S, Madge S, Prudden R, Mandhane A, Clark A, Brock A, Simonyan K, et al. Skilful precipitation nowcasting using deep generative models of radar. Nature. 597: 672-677. PMID 34588668 DOI: 10.1038/s41586-021-03854-z  0.656
2018 Banino A, Barry C, Uria B, Blundell C, Lillicrap T, Mirowski P, Pritzel A, Chadwick MJ, Degris T, Modayil J, Wayne G, Soyer H, Viola F, Zhang B, Goroshin R, et al. Vector-based navigation using grid-like representations in artificial agents. Nature. PMID 29743670 DOI: 10.1038/S41586-018-0102-6  0.556
2016 Yu CN, Mirowski P, Ho TK. A Sparse Coding Approach to Household Electricity Demand Forecasting in Smart Grids Ieee Transactions On Smart Grid. DOI: 10.1109/Tsg.2015.2513900  0.311
2014 Mirowski P, Chen S, Kam Ho T, Yu CN. Demand forecasting in smart grids Bell Labs Technical Journal. 18: 135-158. DOI: 10.1002/Bltj.21650  0.355
2014 Mirowski P, Milioris D, Whiting P, Kam Ho T. Probabilistic radio-frequency fingerprinting and localization on the run Bell Labs Technical Journal. 18: 111-133. DOI: 10.1002/Bltj.21649  0.347
2012 Mirowski P, Lecun Y. Statistical machine learning and dissolved gas analysis: A review Ieee Transactions On Power Delivery. 27: 1791-1799. DOI: 10.1109/Tpwrd.2012.2197868  0.59
2012 Mirowski P, Whiting P, Steck H, Palaniappan R, MacDonald M, Hartmann D, Ho TK. Probability kernel regression for WiFi localisation Journal of Location Based Services. 6: 81-100. DOI: 10.1080/17489725.2012.694723  0.333
2010 Krouk G, Mirowski P, LeCun Y, Shasha DE, Coruzzi GM. Predictive network modeling of the high-resolution dynamic plant transcriptome in response to nitrate. Genome Biology. 11: R123. PMID 21182762 DOI: 10.1186/Gb-2010-11-12-R123  0.59
2009 Mirowski P, Madhavan D, Lecun Y, Kuzniecky R. Classification of patterns of EEG synchronization for seizure prediction. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 120: 1927-40. PMID 19837629 DOI: 10.1016/J.Clinph.2009.09.002  0.627
2009 Mirowski P, Lecun Y. Dynamic factor graphs for time series modeling Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5782: 128-143. DOI: 10.1007/978-3-642-04174-7_9  0.493
2008 Mirowski PW, LeCun Y, Madhavan D, Kuzniecky R. Comparing SVM and convolutional networks for epileptic seizure prediction from intracranial EEG Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 244-249. DOI: 10.1109/MLSP.2008.4685487  0.576
2007 Mirowski PW, Madhavan D, LeCun Y. Time-delay neural networks and independent component analysis for EEG-based prediction of epileptic seizures propagation Proceedings of the National Conference On Artificial Intelligence. 2: 1892-1893.  0.587
2005 Tetzlaff D, Davies R, McCormick D, Signer C, Mirowski P, Williams N, Hodgson D, Brady J. Application of multipoint geostatistics to honor multiple attribute constraints applied to a deepwater outcrop analog, Tanqua Karoo Basin, South Africa Seg Technical Program Expanded Abstracts. DOI: 10.1190/1.2147942  0.306
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