Joshua T. Vogelstein
Orcid: 0000-0003-2487-6237
According to our database1,
Joshua T. Vogelstein
authored at least 122 papers
between 2007 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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Bibliography
2025
Comput. Stat. Data Anal., 2025
2024
Neuroinformatics, January, 2024
Pattern Recognit. Lett., 2024
T-Rex (Tree-Rectangles): Reformulating Decision Tree Traversal as Hyperrectangle Enclosure.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
2023
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror.
Appl. Netw. Sci., December, 2023
BrainLine: An Open Pipeline for Connectivity Analysis of Heterogeneous Whole-Brain Fluorescence Volumes.
Neuroinformatics, October, 2023
Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks.
SIAM J. Math. Data Sci., March, 2023
Frontiers Artif. Intell., February, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
2022
Neuroinformatics, 2022
2021
Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics.
PLoS Comput. Biol., 2021
NeuroImage, 2021
J. Mach. Learn. Res., 2021
Fitting Splines to Axonal Arbors Quantifies Relationship Between Branch Order and Geometry.
Frontiers Neuroinformatics, 2021
CoRR, 2021
Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic.
CoRR, 2021
BLOCKSET (Block-Aligned Serialized Trees): Reducing Inference Latency for Tree ensemble Deployment.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
2020
Cross-species functional alignment reveals evolutionary hierarchy within the connectome.
NeuroImage, 2020
Variability and heritability of mouse brain structure: Microscopic MRI atlases and connectomes for diverse strains.
NeuroImage, 2020
NeuroImage, 2020
Joint embedding: A scalable alignment to compare individuals in a connectivity space.
NeuroImage, 2020
NeuroImage, 2020
PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment.
CoRR, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
2019
CoRR, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
2018
CoRR, 2018
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018
Building NDStore Through Hierarchical Storage Management and Microservice Processing.
Proceedings of the 14th IEEE International Conference on e-Science, 2018
2017
IEEE Trans. Parallel Distributed Syst., 2017
Pattern Recognit. Lett., 2017
J. Mach. Learn. Res., 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
A Large Deformation Diffeomorphic Approach to Registration of CLARITY Images via Mutual Information.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
knor: A NUMA-Optimized In-Memory, Distributed and Semi-External-Memory k-means Library.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017
2016
ACM Trans. Knowl. Discov. Data, 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
FlashMatrix: Parallel, Scalable Data Analysis with Generalized Matrix Operations using Commodity SSDs.
CoRR, 2016
Semi-External Memory Sparse Matrix Multiplication on Billion-node Graphs in a Multicore Architecture.
CoRR, 2016
CoRR, 2016
Deformably Registering and Annotating Whole CLARITY Brains to an Atlas via Masked LDDMM.
CoRR, 2016
A Diffeomorphic Approach to Multimodal Registration with Mutual Information: Applications to CLARITY Mouse Brain Images.
CoRR, 2016
2015
Frontiers Neuroinformatics, 2015
Proceedings of the 13th USENIX Conference on File and Storage Technologies, 2015
VESICLE: Volumetric Evaluation of Synaptic Inferfaces using Computer Vision at Large Scale.
Proceedings of the British Machine Vision Conference 2015, 2015
2014
Multichannel Electrophysiological Spike Sorting via Joint Dictionary Learning and Mixture Modeling.
IEEE Trans. Biomed. Eng., 2014
Volumetric Exploitation of Synaptic Information using Context Localization and Evaluation.
CoRR, 2014
2013
Consistent Adjacency-Spectral Partitioning for the Stochastic Block Model When the Model Parameters Are Unknown.
SIAM J. Matrix Anal. Appl., 2013
Graph Classification Using Signal-Subgraphs: Applications in Statistical Connectomics.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Mach. Vis. Appl., 2013
The open connectome project data cluster: scalable analysis and vision for high-throughput neuroscience.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the Brain and Health Informatics - International Conference, 2013
2011
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
2010
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Dynamically Reconfigurable Silicon Array of Spiking Neurons With Conductance-Based Synapses.
IEEE Trans. Neural Networks, 2007