David Ellison

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 22

Top Topics

Workflow Management

Inference Problems

Top Venues

Theor. Comput. Sci.

Publications

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 (2023)
Yingrui Liu Olesiuk, Miro Hodak, David Ellison, Ajay Dholakia
More the Merrier: Comparative Evaluation of TPCx-AI and MLPerf Benchmarks for AI. TPCTC (2022)
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)
Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta
Benchmarking Considerations for Trustworthy and Responsible AI (Panel). TPCTC (2022)
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 (2022)
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 (2022)
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)
Marc Demange, David Ellison, Bertrand Jouve
Orienteering problem with time-windows and updating delay. CoRR (2022)
Marc Demange, David Ellison, Bertrand Jouve
Orienteering problem with time-windows and updating delay. Theor. Comput. Sci. 863 (2021)
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)
Miro Hodak, David Ellison, Ajay Dholakia
Everyone is a Winner: Interpreting MLPerf Inference Benchmark Results. TPCTC (2021)
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 (2021)
Miro Hodak, David Ellison, Ajay Dholakia
Benchmarking AI Inference: Where we are in 2020. TPCTC (2020)
Pierre Coupechoux, Marc Demange, David Ellison, Bertrand Jouve
Firefighting on trees. Theor. Comput. Sci. 794 (2019)
David Ellison
The impact of loops on the game of cops and robbers on graphs. Discret. Math. 342 (3) (2019)
Lyndon White, David Ellison
Embeddings.jl: easy access to pretrained word embeddings from Julia. J. Open Source Softw. 4 (36) (2019)
Marc Demange, David Ellison, Raffaella Gentilini
Online Firefighting on Grids. ICTCS (2019)
Marc Demange, David Ellison, Raffaella Gentilini
Online Firefighting on Grids. CoRR (2019)
Pierre Coupechoux, Marc Demange, David Ellison, Bertrand Jouve
Firefighting on Trees. CoRR (2019)
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)
Mohamad Badaoui, Alain Bretto, David Ellison, Bassam Mourad
-graphs. Ars Math. Contemp. 15 (2) (2018)
Pierre Coupechoux, Marc Demange, David Ellison, Bertrand Jouve
Online Firefighting on Trees. ISCO (2018)
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)
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)
Yonglong Wang, Bill Samson, David Ellison, Louis Natanson
MIQR Active Learning on a Continuous Function and a Discontinuous Function. Neural Comput. Appl. 10 (3) (2001)
Bill Samson, David Ellison, Pat Dugard
Software cost estimation using an Albus perceptron (CMAC). Inf. Softw. Technol. 39 (1) (1997)