Ashley Prater-Bennette

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 30

Top Topics

Compressive Sensing

Tensor Decomposition

Reinforcement Learning

Markov Decision Processes

Top Venues

Publications

Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization. AAAI (2024)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Robust Average-Reward Reinforcement Learning. J. Artif. Intell. Res. 80 (2024)
Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization. CoRR (2024)
Md Kaykobad Reza, Ashley Prater-Bennette, M. Salman Asif
Multimodal Transformer for Material Segmentation. CoRR (2023)
Yash Garg, Nebiyou Yismaw, Rakib Hyder, Ashley Prater-Bennette, M. Salman Asif
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning. CoRR (2023)
Md Kaykobad Reza, Ashley Prater-Bennette, M. Salman Asif
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation. CoRR (2023)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Model-Free Robust Average-Reward Reinforcement Learning. CoRR (2023)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Robust Average-Reward Markov Decision Processes. CoRR (2023)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Robust Average-Reward Markov Decision Processes. AAAI (2023)
Yue Wang, Alvaro Velasquez, George K. Atia, Ashley Prater-Bennette, Shaofeng Zou
Model-Free Robust Average-Reward Reinforcement Learning. ICML (2023)
Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif
Incremental Task Learning with Incremental Rank Updates. CoRR (2022)
Qingtang Jiang, Ashley Prater-Bennette, Bruce W. Suter, Abdelbaset Zeyani
Instantaneous Frequency-Embedded Synchrosqueezing Transform for Signal Separation. Frontiers Appl. Math. Stat. 8 (2022)
Ashley Prater-Bennette, Lixin Shen, Erin E. Tripp
The Proximity Operator of the Log-Sum Penalty. J. Sci. Comput. 93 (2) (2022)
Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif
Incremental Task Learning with Incremental Rank Updates. ECCV (23) (2022)
Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin Tripp, Yuejie Chi
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion. AISTATS (2022)
Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin E. Tripp, Yuejie Chi
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements. J. Mach. Learn. Res. 23 (2022)
Mahsa Mozaffari, Panos P. Markopoulos, Ashley Prater-Bennette
Improved L1-Tucker via L1-Fitting. EUSIPCO (2021)
Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin Tripp, Yuejie Chi
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements. CoRR (2021)
Dimitris G. Chachlakis, Mayur Dhanaraj, Ashley Prater-Bennette, Panos P. Markopoulos
Dynamic L1-Norm Tucker Tensor Decomposition. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Manish Sharma, Panos P. Markopoulos, Eli Saber, M. Salman Asif, Ashley Prater-Bennette
Convolutional Auto-Encoder with Tensor-Train Factorization. ICCVW (2021)
Yimin D. Zhang, Ashley Prater-Bennette
Collaborative Direction-of-Arrival Estimation Exploiting One-Bit Cross-Correlations. ACSCC (2021)
Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos
L1-Norm Higher-Order Orthogonal Iterations for Robust Tensor Analysis. ICASSP (2020)
M. Salman Asif, Ashley Prater-Bennette
Low-Rank Tensor Ring Model for Completing Missing Visual Data. ICASSP (2020)
Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos
L1-norm Tucker Tensor Decomposition. CoRR (2019)
M. Salman Asif, Ashley Prater-Bennette
Multilinear Compressive Sensing With Tensor Ring Factorization. ICIP (2019)
Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos
L1-Norm Tucker Tensor Decomposition. IEEE Access 7 (2019)
Ashley Prater-Bennette, Lixin Shen
Sparse tensor recovery via N-mode FISTA with support augmentation. CoRR (2018)
Ashley Prater-Bennette
Randomness and isometries in echo state networks and compressed sensing. CoRR (2018)
Panos P. Markopoulos, Dimitris G. Chachlakis, Ashley Prater-Bennette
L1-Norm Higher-Order Singular-Value Decomposition. GlobalSIP (2018)
Ashley Prater-Bennette, Lixin Shen
Sparse Tensor Recovery via N-Mode FISTA with Support Augmentation. GlobalSIP (2018)