Ashley Prater-Bennette

J. Sci. Comput., January, 2025

2024

Robust Average-Reward Reinforcement Learning.

[BibT_eX]

[DOI]

Yue Wang

Alvaro Velasquez

George K. Atia

J. Artif. Intell. Res., 2024

Continual Learning in Convolutional Neural Networks with Tensor Rank Updates.

[BibT_eX]

[DOI]

Matt Krol

Rakib Hyder

Michael Peechatt

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization.

[BibT_eX]

[DOI]

Qi Zhang

Yi Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Factorized Tensor Networks for Multi-Task and Multi-Domain Learning.

[BibT_eX]

[DOI]

Yash Garg

Nebiyou Yismaw

Rakib Hyder

CoRR, 2023

Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation.

[BibT_eX]

[DOI]

Md Kaykobad Reza

CoRR, 2023

Multimodal Transformer for Material Segmentation.

[BibT_eX]

[DOI]

Md Kaykobad Reza

CoRR, 2023

Model-Free Robust Average-Reward Reinforcement Learning.

[BibT_eX]

[DOI]

Yue Wang

Alvaro Velasquez

George K. Atia

Proceedings of the International Conference on Machine Learning, 2023

Robust Average-Reward Markov Decision Processes.

[BibT_eX]

[DOI]

Yue Wang

Alvaro Velasquez

George K. Atia

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

The Proximity Operator of the Log-Sum Penalty.

[BibT_eX]

[DOI]

J. Sci. Comput., 2022

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements.

[BibT_eX]

[DOI]

Tian Tong

Cong Ma

Yuejie Chi

J. Mach. Learn. Res., 2022

Instantaneous Frequency-Embedded Synchrosqueezing Transform for Signal Separation.

[BibT_eX]

[DOI]

Qingtang Jiang

Bruce W. Suter

Abdelbaset Zeyani

Frontiers Appl. Math. Stat., 2022

Incremental Task Learning with Incremental Rank Updates.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion.

[BibT_eX]

[DOI]

Tian Tong

Cong Ma

Yuejie Chi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Dynamic L1-Norm Tucker Tensor Decomposition.

[BibT_eX]

[DOI]

Mayur Dhanaraj

IEEE J. Sel. Top. Signal Process., 2021

Convolutional Auto-Encoder with Tensor-Train Factorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Improved L1-Tucker via L1-Fitting.

[BibT_eX]

[DOI]

Mahsa Mozaffari

Proceedings of the 29th European Signal Processing Conference, 2021

Collaborative Direction-of-Arrival Estimation Exploiting One-Bit Cross-Correlations.

[BibT_eX]

[DOI]

Yimin D. Zhang

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

L1-Norm Higher-Order Orthogonal Iterations for Robust Tensor Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Low-Rank Tensor Ring Model for Completing Missing Visual Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

L1-Norm Tucker Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Access, 2019

Multilinear Compressive Sensing With Tensor Ring Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Randomness and isometries in echo state networks and compressed sensing.

[BibT_eX]

[DOI]

CoRR, 2018

Sparse Tensor Recovery via N-Mode FISTA with Support Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

L1-Norm Higher-Order Singular-Value Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Spatiotemporal signal classification via principal components of reservoir states.

[BibT_eX]

[DOI]

Neural Networks, 2017

Classification via tensor decompositions of echo state networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Fine tuning lasso in an adversarial environment against gradient attacks.

[BibT_eX]

[DOI]

Gregory Ditzler

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016

Reservoir computing for spatiotemporal signal classification without trained output weights.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Separation of undersampled composite signals using the Dantzig selector with overcomplete dictionaries.

[BibT_eX]

[DOI]

IET Signal Process., 2015

Finding Dantzig selectors with a proximity operator based fixed-point algorithm.

[BibT_eX]

[DOI]

Bruce W. Suter

Comput. Stat. Data Anal., 2015

Overcomplete tensor decomposition via convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014

Sparse generalized Fourier series via collocation-based optimization.

[BibT_eX]

[DOI]