Token embeddings violate the manifold hypothesis.
CoRR, April, 2025
Probing the topology of the space of tokens with structured prompts.
CoRR, March, 2025
The structure of the token space for large language models.
CoRR, 2024
The 2010 Census Confidentiality Protections Failed, Here's How and Why.
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CoRR, 2023
DLKoopman: A deep learning software package for Koopman theory.
Proceedings of the Learning for Dynamics and Control Conference, 2023
DLKoopman: A deep learning software package for Koopman theory.
CoRR, 2022
Dynamic Mode Decomposition and Koopman Theory.
CoRR, 2022
LAGOON: An Analysis Tool for Open Source Communities.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022
Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning.
SN Comput. Sci., 2021
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning.
Proceedings of The 12th Asian Conference on Machine Learning, 2020
Morse Code Symbol Classification.
Dataset, September, 2019
Pre-Defined Sparse Neural Networks With Hardware Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019
A Highly Parallel FPGA Implementation of Sparse Neural Network Training.
Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018
Characterizing Sparse Connectivity Patterns in Neural Networks.
Proceedings of the 2018 Information Theory and Applications Workshop, 2018
Morse Code Datasets for Machine Learning.
Proceedings of the 9th International Conference on Computing, 2018
Pricing Football Players using Neural Networks.
CoRR, 2017
Accelerating Training of Deep Neural Networks via Sparse Edge Processing.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
Interleaver design for deep neural networks.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
A Nonuniform Sampling ADC Architecture With Reconfigurable Digital Anti-Aliasing Filter.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016