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 | 51* | 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 | 23* | 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 | 16 | 2021 |
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 |
Representation Ensembling for Synergistic Lifelong Learning with Quasilinear Complexity J Dey, J Vogelstein, H Helm, W Levine, R Mehta, A Geisa, H Xu, ... | 12* | 2022 |
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 | 7* | 2023 |
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 |
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, e1009279, 0 | 4 | |
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 |
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 |