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ORCIDDavid Ellison
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2023
[c14]Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta, Carsten Binnig:
Benchmarking Generative AI Performance Requires a Holistic Approach. TPCTC 2023: 34-43- [c13]Miro Hodak, David Ellison, Chris Van Buren, Xiaotong Jiang, Ajay Dholakia:
Benchmarking Large Language Models: Opportunities and Challenges. TPCTC 2023: 77-89 - [i6]Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison:
TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings. CoRR abs/2306.11955 (2023) - 2022
- [j8]Gusseppe Bravo Rocca
, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak:
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debuggin. Expert Syst. Appl. 202: 117232 (2022) - [c12]Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak:
Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters. CCGRID 2022: 376-385 - [c11]Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak:
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation. COMPSAC 2022: 32-37 - [c10]Yingrui Liu Olesiuk, Miro Hodak, David Ellison, Ajay Dholakia:
More the Merrier: Comparative Evaluation of TPCx-AI and MLPerf Benchmarks for AI. TPCTC 2022: 67-77 - [c9]Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta:
Benchmarking Considerations for Trustworthy and Responsible AI (Panel). TPCTC 2022: 110-119 - [i5]Marc Demange, David Ellison, Bertrand Jouve:
Orienteering problem with time-windows and updating delay. CoRR abs/2201.00777 (2022) - [i4]Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak:
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation. CoRR abs/2204.14255 (2022) - 2021
- [j7]Marc Demange, David Ellison, Bertrand Jouve:
Orienteering problem with time-windows and updating delay. Theor. Comput. Sci. 863: 1-18 (2021) - [c8]Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak:
Scanflow: an end-to-end agent-based autonomic ML workflow manager for clusters. Middleware Demos/Posters 2021: 1-2 - [c7]Miro Hodak, David Ellison, Ajay Dholakia:
Everyone is a Winner: Interpreting MLPerf Inference Benchmark Results. TPCTC 2021: 50-61 - [i3]Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak:
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging. CoRR abs/2111.03003 (2021) - 2020
- [c6]Miro Hodak, David Ellison, Ajay Dholakia:
Benchmarking AI Inference: Where we are in 2020. TPCTC 2020: 93-102
2010 – 2019
- 2019
- [j6]David Ellison:
The impact of loops on the game of cops and robbers on graphs. Discret. Math. 342(3): 917-925 (2019) - [j5]Lyndon White, David Ellison:
Embeddings.jl: easy access to pretrained word embeddings from Julia. J. Open Source Softw. 4(36): 1013 (2019) - [j4]Pierre Coupechoux, Marc Demange, David Ellison, Bertrand Jouve:
Firefighting on trees. Theor. Comput. Sci. 794: 69-84 (2019) - [c5]Marc Demange, David Ellison, Raffaella Gentilini:
Online Firefighting on Grids. ICTCS 2019: 91-96 - [i2]Pierre Coupechoux, Marc Demange, David Ellison, Bertrand Jouve:
Firefighting on Trees. CoRR abs/1902.02159 (2019) - [i1]Marc Demange, David Ellison, Raffaella Gentilini:
Online Firefighting on Grids. CoRR abs/1907.07450 (2019) - 2018
- [j3]Mohamad Badaoui, Alain Bretto, David Ellison, Bassam Mourad:
On constructing expander families of G-graphs. Ars Math. Contemp. 15(2): 425-440 (2018) - [c4]Miro Hodak, David Ellison, Peter Seidel, Ajay Dholakia:
Performance Implications of Big Data in Scalable Deep Learning: On the Importance of Bandwidth and Caching. IEEE BigData 2018: 1945-1950 - [c3]Pierre Coupechoux, Marc Demange, David Ellison, Bertrand Jouve:
Online Firefighting on Trees. ISCO 2018: 121-132 - 2012
- [c2]Angel Cruz-Roa, Fabio A. González, Joseph Galaro, Alexander R. Judkins, David Ellison, Jennifer Baccon, Anant Madabhushi, Eduardo Romero:
A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides. MICCAI (1) 2012: 157-164 - 2011
- [c1]Joseph Galaro, Alexander R. Judkins, David Ellison, Jennifer Baccon, Anant Madabhushi:
An integrated texton and bag of words classifier for identifying anaplastic medulloblastomas. EMBC 2011: 3443-3446
2000 – 2009
- 2001
- [j2]Yonglong Wang, Bill Samson, David Ellison, Louis Natanson:
MIQR Active Learning on a Continuous Function and a Discontinuous Function. Neural Comput. Appl. 10(3): 253-263 (2001)
1990 – 1999
- 1997
- [j1]Bill Samson, David Ellison, Pat Dugard:
Software cost estimation using an Albus perceptron (CMAC). Inf. Softw. Technol. 39(1): 55-60 (1997)
Coauthor Index
aka: Miroslav Hodak
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