| Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics EW Bridgeford, S Wang, Z Wang, T Xu, C Craddock, J Dey, G Kiar, ... PLoS computational biology 17 (9), e1009279, 2021 | 59* | 2021 |
| When are Deep Networks really better than Random Forests at small sample sizes? CEP Haoyin Xu, Kaleab A. Kinfu, Will LeVine, Sambit Panda, Jayanta Dey ... arXiv preprint arXiv:2108.13637, 2021 | 30* | 2021 |
| Towards a theory of out-of-distribution learning J Dey, A Geisa, R Mehta, HS Helm, E Eaton, J Dick, CE Priebe, ... arXiv preprint arXiv:2109.14501, 2021 | 18 | 2021 |
| Representation Ensembling for Synergistic Lifelong Learning with Quasilinear Complexity J Dey, J Vogelstein, H Helm, W Levine, R Mehta, A Geisa, H Xu, ... | 15* | 2022 |
| An Ensemble SVM-based Approach for Voice Activity Detection J Dey, MSB Hossain, MA Haque 2018 10th International Conference on Electrical and Computer Engineering …, 2018 | 14 | 2018 |
| Prospective Learning: Principled Extrapolation to the Future A De Silva, R Ramesh, L Ungar, MH Shuler, NJ Cowan, M Platt, C Li, ... Conference on Lifelong Learning Agents, 347-357, 2023 | 10* | 2023 |
| Consortium for Reliability and Reproducibility, & Vogelstein, JT (2021). Eliminating accidental deviations to minimize generalization error and maximize replicability … EW Bridgeford, S Wang, Z Wang, T Xu, C Craddock, J Dey, G Kiar, ... PLOS Computational Biology 17 (9), e1009279, 0 | 5 | |
| Ultrasonic tissue reflectivity function estimation using correlation constrained multichannel flms algorithm with missing rf data J Dey, MK Hasan Biomedical Physics & Engineering Express 4 (4), 045024, 2018 | 4 | 2018 |
| Deep Discriminative to Kernel Density Graph for In-and Out-of-distribution Calibrated Inference J Dey, W LeVine, A De Silva, H Xu, TM Tomita, A Geisa, J Desman, ... arXiv preprint arXiv:2201.13001, 2022 | 2* | 2022 |
| Multiframe-based Adaptive Despeckling Algorithm for Ultrasound B-mode Imaging with Superior Edge and Texture J Dey, M Hasan arXiv preprint arXiv:1912.00815, 2019 | 1 | 2019 |
| Learning Continually in Silicon N Soures, J Dey, D Kudithipudi Computer 57 (10), 160-164, 2024 | | 2024 |
| OUT-OF-DISTRIBUTION LEARNING J Dey Johns Hopkins University, 2024 | | 2024 |
| Streaming Decision Trees and Forests. H Xu, J Dey, S Panda, JT Vogelstein arXiv preprint arXiv:2110.08483, 2021 | | 2021 |
| Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers J Dey, MA Haque arXiv preprint arXiv:1912.00519, 2019 | | 2019 |
| High quality ultrasound B-mode image generation using 2-D multichannel-based deconvolution and multiframe-based adaptive despeckling algorithms J Dey Department of Electrical and Electronic Engineering (EEE), BUET, 2019 | | 2019 |
Joshua T. VogelsteinDept of Biomedical Engineering, Johns Hopkins UniversityVerified email at jhu.edu
