Asynchronous federated learning for geospatial applications MR Sprague, A Jalalirad, M Scavuzzo, C Capota, M Neun, L Do, M Kopp Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 180 | 2018 |
A simple and efficient federated recommender system A Jalalirad, M Scavuzzo, C Capota, M Sprague Proceedings of the 6th IEEE/ACM international conference on big data …, 2019 | 89 | 2019 |
Method, apparatus, and computer program product for processing sensor data L Modica, C Palm, K Vakharia, E Linder, D Milojkovic, E Rabinovich, ... US Patent 11,721,205, 2023 | 68 | 2023 |
Asynchronous parameter aggregation for machine learning M Kopp, M Neun, M Sprague, A Jalalirad, M Scavuzzo, C Capota US Patent 11,373,115, 2022 | 56 | 2022 |
Managed edge learning in heterogeneous environments C Capota, M Sprague, M Scavuzzo, A Jalalirad, L Do, B Divakaruni US Patent App. 16/453,204, 2020 | 51 | 2020 |
Edge learning M Sprague, A Jalalirad, M Scavuzzo, C Capota US Patent App. 16/386,700, 2020 | 29 | 2020 |
Probe based variable speed sign value JA Fowe, C Capota, LO Stenneth US Patent 10,109,184, 2018 | 16 | 2018 |
Lyman Do, and Michael Kopp. 2018. Asynchronous federated learning for geospatial applications MR Sprague, A Jalalirad, M Scavuzzo, C Capota, M Neun Joint European Conference on Machine Learning and Knowledge Discovery in …, 0 | 8 | |
Method, apparatus, and system for compression of sparse data for machine learning tasks C Capota, D Jonietz, A Soleymani, B Xu, M Neun US Patent App. 17/197,974, 2022 | 2 | 2022 |
Automated road incident detection using vehicle sensor data LO Stenneth, CB Capota, E Fuiorea, A Cristian, R Iliese US Patent App. 18/217,905, 2024 | | 2024 |
Identifying vehicle filling stations and generating related visual indications LO Stenneth, CB Capota US Patent App. 17/852,030, 2023 | | 2023 |
Estimating a number of people at a point of interest using vehicle sensor data and generating related visual indications LO Stenneth, CB Capota US Patent App. 17/851,928, 2023 | | 2023 |
Estimating a number of people at a point of interest using vehicle sensor data and generating related visual indications LO Stenneth, CB Capota US Patent App. 17/871,543, 2023 | | 2023 |
Selecting traffic algorithms to generate traffic data LO Stenneth, CB Capota US Patent App. 17/843,067, 2023 | | 2023 |
Probe based variable speed sign value JA Fowe, C Capota, LO Stenneth US Patent 11,069,229, 2021 | | 2021 |
Method and apparatus for providing notifications C Capota, L Modica, LO Stenneth US Patent App. 14/556,579, 2016 | | 2016 |