Piotr Mirowski, Ph.D.
Affiliations: | 2011 | Computer Science | New York University, New York, NY, United States |
Area:
machine learning, computational neuroscience, computer visionGoogle:
"Piotr Mirowski"Mean distance: 16.81 (cluster 17) | S | N | B | C | P |
Parents
Sign in to add mentor| Yann LeCun | grad student | 2011 | NYU | |
| (Time series modeling with hidden variables and gradient-based algorithms.) | ||||
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Publications
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| Ravuri S, Lenc K, Willson M, et al. (2021) Skilful precipitation nowcasting using deep generative models of radar. Nature. 597: 672-677 |
| Banino A, Barry C, Uria B, et al. (2018) Vector-based navigation using grid-like representations in artificial agents. Nature |
| Yu CN, Mirowski P, Ho TK. (2016) A Sparse Coding Approach to Household Electricity Demand Forecasting in Smart Grids Ieee Transactions On Smart Grid |
| Mirowski P, Chen S, Kam Ho T, et al. (2014) Demand forecasting in smart grids Bell Labs Technical Journal. 18: 135-158 |
| Mirowski P, Milioris D, Whiting P, et al. (2014) Probabilistic radio-frequency fingerprinting and localization on the run Bell Labs Technical Journal. 18: 111-133 |
| Mirowski P, Lecun Y. (2012) Statistical machine learning and dissolved gas analysis: A review Ieee Transactions On Power Delivery. 27: 1791-1799 |
| Mirowski P, Whiting P, Steck H, et al. (2012) Probability kernel regression for WiFi localisation Journal of Location Based Services. 6: 81-100 |
| Krouk G, Mirowski P, LeCun Y, et al. (2010) Predictive network modeling of the high-resolution dynamic plant transcriptome in response to nitrate. Genome Biology. 11: R123 |
| Mirowski P, Madhavan D, Lecun Y, et al. (2009) Classification of patterns of EEG synchronization for seizure prediction. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 120: 1927-40 |
| Mirowski P, Lecun Y. (2009) 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 |