Compressive Kriging Using Multi-Dimensional Generalized Nested Sampling. - Heng Qiao; Mehmet Can Hücümenoglu; Piya Pal (ACSSC, 2018)

On the Role of Sampling in Underdetermined Tensor Decomposition with Kronecker and Khatri-Rao Structured Factors. - Mehmet Can Hücümenoglu; Piya Pal (ACSSC, 2019)

Understanding Sample Complexities for Structured Signal Recovery from Non-Linear Measurements. - Pulak Sarangi; Mehmet Can Hücümenoglu; Piya Pal (CAMSAP, 2019)

Learning Polynomial Neural Networks via Low Rank Tensor Recovery. - Mehmet Can Hücümenoglu; Piya Pal (ACSSC, 2020)

Effect of Undersampling on Non-Negative Blind Deconvolution with Autoregressive Filters. - Pulak Sarangi; Mehmet Can Hücümenoglu; Piya Pal (ICASSP, 2020)

Exploring Fundamental Limits of Spatiotemporal Sensing for Non-Linear Inverse problems. - Mehmet Can Hücümenoglu; Pulak Sarangi; Piya Pal (ACSCC, 2021)

Beyond Coarray MUSIC: Harnessing the Difference Sets of Nested Arrays With Limited Snapshots. - Pulak Sarangi; Mehmet Can Hücümenoglu; Piya Pal (IEEE Signal Process. Lett., 2021)

Geometry of Random Sparse Arrays. - Mehmet Can Hücümenoglu; Robin Rajamäki; Piya Pal (IEEECONF, 2022)

Ada-JSR: Sample Efficient Adaptive Joint Support Recovery From Extremely Compressed Measurement Vectors. - Sina Shahsavari; Pulak Sarangi; Mehmet Can Hücümenoglu; Piya Pal (ICASSP, 2022)

Single-Snapshot Nested Virtual Array Completion: Necessary and Sufficient Conditions. - Pulak Sarangi; Mehmet Can Hücümenoglu; Piya Pal (IEEE Signal Process. Lett., 2022)

Max-Min Hierarchical Codebooks for Millimeter-Wave Channel Sensing with Bandit Algorithms. - Parthasarathi Khirwadkar; Sina Shahsavari; Mehmet Can Hücümenoglu; Piya Pal (ACSSC, 2023)

To Regularize or Not to Regularize: The Role of Positivity in Sparse Array Interpolation with a Single Snapshot. - Mehmet Can Hücümenoglu; Pulak Sarangi; Robin Rajamäki; Piya Pal (ICASSP, 2023)

Super-Resolution With Sparse Arrays: A Nonasymptotic Analysis of Spatiotemporal Trade-Offs. - Pulak Sarangi; Mehmet Can Hücümenoglu; Robin Rajamäki; Piya Pal (IEEE Trans. Signal Process., 2023)

Effect of Beampattern on Matrix Completion with Sparse Arrays. - Robin Rajamäki; Mehmet Can Hücümenoglu; Pulak Sarangi; Piya Pal (ICASSP, 2024)

DynaPA: Dynamic Power Allocation for Improved Exploration-Exploitation in Active Sensing. - Parthasarathi Khirwadkar; Mehmet Can Hücümenoglu; Piya Pal (SAM, 2024)