Teresa M. Ranadive

According to our database, Teresa M. Ranadive authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Calibrated Dataset Condensation for Faster Hyperparameter Search.

Mucong Ding, Yuancheng Xu, Tahseen Rabbani, Xiaoyu Liu, Brian J. Gravelle, Teresa M. Ranadive, Tai-Ching Tuan, Furong Huang

CoRR, 2024

Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation.

Jan Laukemann, Ahmed E. Helal, S. Isaac Geronimo Anderson, Fabio Checconi, Yongseok Soh, Jesmin Jahan Tithi, Teresa M. Ranadive, Brian J. Gravelle, Fabrizio Petrini, Jee W. Choi

CoRR, 2024

2023

Dynamic Tensor Linearization and Time Slicing for Efficient Factorization of Infinite Data Streams.

Yongseok Soh, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Design of General Purpose Minimal-Auxiliary Ising Machines.

Isaac K. Martin, Andrew G. Moore, John T. Daly, Jess J. Meyer, Teresa M. Ranadive

Proceedings of the IEEE International Conference on Rebooting Computing, 2023

2022

Compact Neural Architecture Designs by Tensor Representations.

Jiahao Su, Jingling Li, Xiaoyu Liu, Teresa M. Ranadive, Christopher J. Coley, Tai-Ching Tuan, Furong Huang

Frontiers Artif. Intell., 2022

Efficient, out-of-memory sparse MTTKRP on massively parallel architectures.

Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

2021

ALTO: adaptive linearized storage of sparse tensors.

Ahmed E. Helal, Jan Laukemann, Fabio Checconi, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jeewhan Choi

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

An All-at-Once CP Decomposition Method for Count Tensors.

Teresa M. Ranadive, Muthu Manikandan Baskaran

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Knowledge-guided Tensor Decomposition for Baselining and Anomaly Detection.

Dimitri Leggas, Christopher J. Coley, Teresa M. Ranadive

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

Large-scale Sparse Tensor Decomposition Using a Damped Gauss-Newton Method.

Teresa M. Ranadive, Muthu Manikandan Baskaran

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

IEEE BigData 2019 Cup: Binary Classification via Tensor Completion.

Teresa M. Ranadive, Christopher J. Coley

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019