Jaweria Amjad

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 5

Top Topics

Generalization Error

Inverse Problems

Algorithmic Stability

Top Venues

IEEE Trans. Signal Process.

Publications

Jaweria Amjad, Zhaoyan Lyu, Miguel R. D. Rodrigues
Regression with Deep Neural Networks: Generalization Error Guarantees, Learning Algorithms, and Regularizers. EUSIPCO (2021)
Jaweria Amjad, Zhaoyan Lyu, Miguel R. D. Rodrigues
Deep Learning Model-Aware Regulatization With Applications to Inverse Problems. IEEE Trans. Signal Process. 69 (2021)
Jaweria Amjad, Zhaoyan Lyu, Miguel R. D. Rodrigues
Model-Aware Regularization For Learning Approaches To Inverse Problems. CoRR (2020)
Jaweria Amjad, Zhaoyan Lyu, Miguel R. D. Rodrigues
Deep Learning for Inverse Problems: Bounds and Regularizers. CoRR (2019)
Jaweria Amjad, Jure Sokolic, Miguel R. D. Rodrigues
On Deep Learning for Inverse Problems. EUSIPCO (2018)
Hassan Abid, Haroon Raja, Ali Munir, Jaweria Amjad, Aliya Mazhar, Dong-Young Lee
Performance Analysis of WiMAX Best Effort and ertPS Service Classes for Video Transmission. ICCSA (3) (2012)
Jaweria Amjad, Momin Uppal, Saad B. Qaisar
Multi-level compress and forward coding for half-duplex relays. GLOBECOM (2012)