| Miniature ultrasonic imaging system BE Boser, DA Horsley, H Tang, Y Lu US Patent 10,820,888, 2020 | 2 | 2020 |
| Complete statistical theory of learning: learning using statistical invariants V Vapnik, R Izmailov Conformal and Probabilistic Prediction and Applications, 4-40, 2020 | | 2020 |
| Minimization of expected risk based on empirical data VN Vapnik, E Gine Mathematical Statistics Theory and Applications, 821-832, 2020 | 9 | 2020 |
| Complete statistical theory of learning VN Vapnik Automation and Remote Control 80 (11), 1949-1975, 2019 | 6 | 2019 |
| Intelligent Learning V Vapnik THE TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK NEW YORK United …, 2019 | | 2019 |
| Rethinking statistical learning theory: learning using statistical invariants V Vapnik, R Izmailov Machine Learning 108 (3), 381-423, 2019 | 29 | 2019 |
| Fast Power system security analysis with Guided Dropout, supplemental material B Donnot, I Guyon, M Schoenauer, A Marot, P Panciatici | | 2017 |
| PROBABILISTIC PROGRAMMING FOR ADVANCED MACHINE LEARNING (PPAML) DISCRIMINATIVE LEARNING FOR GENERATIVE TASKS (DILIGENT) R Izmailov, V Vapnik Vencore Labs Basking Ridge United States, 2017 | | 2017 |
| Causal generative neural networks O Goudet, D Kalainathan, P Caillou, I Guyon, D Lopez-Paz, M Sebag arXiv preprint arXiv:1711.08936, 2017 | 22 | 2017 |
| Monolithic ultrasound fingerprint sensor X Jiang, Y Lu, HY Tang, JM Tsai, EJ Ng, MJ Daneman, BE Boser, ... Microsystems & nanoengineering 3 (1), 1-8, 2017 | 54 | 2017 |
| Discrepancy-based algorithms for non-stationary rested bandits C Cortes, G DeSalvo, V Kuznetsov, M Mohri, S Yang arXiv preprint arXiv:1710.10657, 2017 | 10 | 2017 |
| Lidar system architectures and circuits B Behroozpour, PAM Sandborn, MC Wu, BE Boser IEEE Communications Magazine 55 (10), 135-142, 2017 | 85 | 2017 |
| Multi-armed bandits with non-stationary rewards C Cortes, G DeSalvo, V Kuznetsov, M Mohri, S Yand CoRR, abs/1710.10657, 2017 | 4 | 2017 |
| Knowledge transfer in SVM and neural networks V Vapnik, R Izmailov Annals of Mathematics and Artificial Intelligence 81 (1), 3-19, 2017 | 74 | 2017 |
| Introducing machine learning for power system operation support B Donnot, I Guyon, M Schoenauer, P Panciatici, A Marot arXiv preprint arXiv:1709.09527, 2017 | 34 | 2017 |
| Multimodal first impression analysis with deep residual networks Y Güçlütürk, U Güçlü, X Baro, HJ Escalante, I Guyon, S Escalera, ... IEEE Transactions on Affective Computing 9 (3), 316-329, 2017 | 32 | 2017 |
| Tracking at LHC as a collaborative data challenge use case with RAMP S Amrouche, T Golling, V Innocente, P Calafiura, B Kégl, H Gray, Y Yilmaz, ... | | 2017 |
| Gesture recognition S Escalera, I Guyon, V Athitsos Springer International Publishing, 2017 | 6 | 2017 |
| In-air ultrasonic rangefinding and angle estimation BE Boser, RJ Przybyla, A Guedes, DA Horsley, SE Shelton US Patent 9,710,111, 2017 | 5 | 2017 |
| Rodent wearable ultrasound system for wireless neural recording DK Piech, JE Kay, BE Boser, MM Maharbiz 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 11 | 2017 |