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Jayanta Dey
Jayanta Dey
Doctoral candidate, Biomedical Engineering, Johns Hopkins School of Medicine
Bestätigte E-Mail-Adresse bei jhmi.edu
Titel
Zitiert von
Zitiert von
Jahr
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
49*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
22*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
142018
Towards a theory of out-of-distribution learning
A Geisa, R Mehta, HS Helm, J Dey, E Eaton, J Dick, CE Priebe, ...
arXiv preprint arXiv:2109.14501, 2021
132021
Representation Ensembling for Synergistic Lifelong Learning with Quasilinear Complexity
J Dey, J Vogelstein, H Helm, W Levine, R Mehta, A Geisa, H Xu, ...
11*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
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
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
42018
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
12019
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
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