Martin Foltin

Orcid: 0000-0002-3386-0272

According to our database1, Martin Foltin authored at least 18 papers between 2002 and 2024.

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Bibliography

2024
Common Metadata Framework: Integrated Framework for Trustworthy Artificial Intelligence Pipelines.
IEEE Internet Comput., 2024

LLM-Guided Counterfactual Data Generation for Fairer AI.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023
Knowledge Graph Empowered Machine Learning Pipelines for Improved Efficiency, Reusability, and Explainability.
IEEE Internet Comput., 2023

X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs.
CoRR, 2023

Workflows Community Summit 2022: A Roadmap Revolution.
CoRR, 2023

Towards Rapid Autonomous Electron Microscopy with Active Meta-Learning.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Dataset Efficient Training with Model Ensembling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Self-learning Data Foundation for Scientific AI.
Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022

2021
Tree-based machine learning performed in-memory with memristive analog CAM.
CoRR, 2021

Data-Aware Storage Tiering for Deep Learning.
Proceedings of the 6th IEEE/ACM International Parallel Data Systems Workshop, 2021

2020
PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-Efficient ReRAM.
IEEE Trans. Computers, 2020

2019
FPGA Demonstrator of a Programmable Ultra-Efficient Memristor-Based Machine Learning Inference Accelerator.
Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018
Regular Expression Matching with Memristor TCAMs for Network Security.
Proceedings of the 14th IEEE/ACM International Symposium on Nanoscale Architectures, 2018

Regular Expression Matching with Memristor TCAMs.
Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018


2002
Genetic Algorithm Based Adaptive Control Of An Electromechanical MIMO System.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Efficient stimulus independent timing abstraction model based on a new concept of circuit block transparency.
Proceedings of the 39th Design Automation Conference, 2002


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