Ziye Ma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Semidefinite Program

Globally Optimal

Top Venues

IEEE Robotics Autom. Lett.

Publications

Ziye Ma, Ying Chen, Javad Lavaei, Somayeh Sojoudi
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. CoRR (2024)
Ziye Ma, Ying Chen, Javad Lavaei, Somayeh Sojoudi
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. AISTATS (2024)
Ziye Ma, Javad Lavaei, Somayeh Sojoudi
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing. CoRR (2023)
Ziye Ma, Somayeh Sojoudi
Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate. AISTATS (2023)
Ziye Ma, Javad Lavaei, Somayeh Sojoudi
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing. NeurIPS (2023)
Baturalp Yalçin, Ziye Ma, Javad Lavaei, Somayeh Sojoudi
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. AAAI (2023)
Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points. CoRR (2023)
Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
Geometric Analysis of Noisy Low-Rank Matrix Recovery in the Exact Parametrized and the Overparametrized Regimes. INFORMS J. Optim. 5 (4) (2023)
Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points. ICML (2023)
Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements. AAAI (2022)
Baturalp Yalcin, Ziye Ma, Javad Lavaei, Somayeh Sojoudi
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. CoRR (2022)
Jian Chen, Ziye Ma, Yuanwei Liu, Jie Jia, Xingwei Wang
Energy Efficient Resource Allocation for MSCA Enabled CoMP in HetNets. IEEE Trans. Veh. Technol. 71 (3) (2022)
Jian Chen, Ziye Ma, Yixuan Zou, Jie Jia, Xingwei Wang
DRL-based Energy Efficient Resource Allocation for STAR-RIS Assisted Coordinated Multi-cell Networks. GLOBECOM (2022)
Ziye Ma, Somayeh Sojoudi
Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate. CoRR (2022)
Ziye Ma, Somayeh Sojoudi
A Sequential Framework Towards an Exact SDP Verification of Neural Networks. DSAA (2021)
Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi
Partition-Based Convex Relaxations for Certifying the Robustness of ReLU Neural Networks. CoRR (2021)
Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
Sharp Restricted Isometry Property Bounds for Low-rank Matrix Recovery Problems with Corrupted Measurements. CoRR (2021)
Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi
Tightened Convex Relaxations for Neural Network Robustness Certification. CDC (2020)
Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi
Tightened Convex Relaxations for Neural Network Robustness Certification. CoRR (2020)
Ziye Ma, Somayeh Sojoudi
Strengthened SDP Verification of Neural Network Robustness via Non-Convex Cuts. CoRR (2020)
Matthew Giamou, Ziye Ma, Valentin Peretroukhin, Jonathan Kelly
Certifiably Globally Optimal Extrinsic Calibration From Per-Sensor Egomotion. IEEE Robotics Autom. Lett. 4 (2) (2019)
Matthew Giamou, Ziye Ma, Valentin Peretroukhin, Jonathan Kelly
Certifiably Globally Optimal Extrinsic Calibration from Per-Sensor Egomotion. CoRR (2018)