| 2025 | AISTATS | Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings. | Haolin Zou, Arnab Auddy, Kamiar Rahnama Rad, Arian Maleki |
| 2025 | ISIT | Phase Transitions in Phase-Only Compressed Sensing. | Junren Chen, Lexiao Lai, Arian Maleki |
| 2024 | AISTATS | Approximate Leave-one-out Cross Validation for Regression with ℓ | Arnab Auddy, Haolin Zou, Kamiar Rahnama Rad, Arian Maleki |
| 2024 | ICML | Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. | Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali |
| 2020 | AISTATS | Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions. | Kamiar Rahnama Rad, Wenda Zhou, Arian Maleki |
| 2018 | ICML | Approximate message passing for amplitude based optimization. | Junjie Ma, Ji Xu, Arian Maleki |
| 2018 | ICML | Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. | Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni |
| 2018 | ISIT | Compressive Phase Retrieval of Structured Signals. | Milad Bakhshizadeh, Arian Maleki, Shirin Jalali |
| 2017 | ACSSC | VLSI design of a nonparametric equalizer for massive MU-MIMO. | Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer |
| 2017 | CISS | Moving beyond sparsity by transferring expert knowledge. | Arian Maleki |
| 2017 | ISIT | Compressed sensing of compressible signals. | Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra |
| 2017 | ISIT | Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems. | Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer |
| 2016 | ICIP | BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising. | Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk |
| 2016 | ISIT | On the performance of mismatched data detection in large MIMO systems. | Charles Jeon, Arian Maleki, Christoph Studer |
| 2016 | ISIT | Phase transition and noise sensitivity of ℓp-minimization for 0 ≤ p ≤ 1. | Haolei Weng, Le Zheng, Arian Maleki, Xiaodong Wang |
| 2015 | ICIP | BM3D-AMP: A new image recovery algorithm based on BM3D denoising. | Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk |
| 2015 | ISIT | Optimality of large MIMO detection via approximate message passing. | Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer |
| 2013 | ISIT | From compression to compressed sensing. | Shirin Jalali, Arian Maleki |
| 2012 | ISIT | Minimum complexity pursuit: Stability analysis. | Shirin Jalali, Arian Maleki, Richard G. Baraniuk |
| 2011 | ICASSP | Rate-distortion improvement of directional wavelets by megablocking. | Arian Maleki, Boshra Rajaei, Hamid Reza Pourreza |
| 2011 | ISIT | Compressed Sensing over ℓ | David L. Donoho, Iain M. Johnstone, Arian Maleki, Andrea Montanari |
| 2011 | ISIT | Least favorable compressed sensing problems for first-order methods. | Arian Maleki, Richard G. Baraniuk |
| 2010 | CISS | Analysis of approximate message passing algorithm. | Arian Maleki, Andrea Montanari |
| 2008 | ICASSP | ε-entropy of piecewise polynomial functions and tree partitioning compression. | Arian Maleki, Gunnar E. Carlsson |
| 2008 | ICIP | A near optimal coder for image geometry with adaptive partitioning. | Arian Maleki, Morteza Shahram, Gunnar E. Carlsson |
| 2008 | ICPR | Geodesic K-means clustering. | Nima Asgharbeygi, Arian Maleki |
| 2005 | MMSP | Adaptive Wavelet Transform for Image Compression via Directional Quincunx Lifting. | Chuo-Ling Chang, Arian Maleki, Bernd Girod |