Mahdi Soltanolkotabi
University of Southern California
H-index: 42
North America-United States
Top articles of Mahdi Soltanolkotabi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning provably robust estimators for inverse problems via jittering | Advances in Neural Information Processing Systems | Anselm Krainovic Mahdi Soltanolkotabi Reinhard Heckel | 2024/2/13 |
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models | arXiv preprint arXiv:2403.17902 | Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi | 2024/3/26 |
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks | Advances in Neural Information Processing Systems | Sara Babakniya Zalan Fabian Chaoyang He Mahdi Soltanolkotabi Salman Avestimehr | 2024/2/13 |
Diracdiffusion: Denoising and incremental reconstruction with assured data-consistency | arXiv preprint arXiv:2303.14353 | Zalan Fabian Berk Tinaz Mahdi Soltanolkotabi | 2023/3/25 |
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization | arXiv preprint arXiv:2307.13744 | Yue Niu Zalan Fabian Sunwoo Lee Mahdi Soltanolkotabi Salman Avestimehr | 2023/7/25 |
CUDA: Convolution-based Unlearnable Datasets | Vinu Sankar Sadasivan Mahdi Soltanolkotabi Soheil Feizi | 2023 | |
Provable multi-task representation learning by two-layer relu neural networks | arXiv preprint arXiv:2307.06887 | Liam Collins Hamed Hassani Mahdi Soltanolkotabi Aryan Mokhtari Sanjay Shakkottai | 2023/7/13 |
Integral: A Foundational Approach to Label Complexity via Information Theory and Graph Signal Processing | Salman Avestimehr Antonio Ortega Mahdi Soltanolkotabi Ilias Diakonikolas | 2023/11/1 | |
Towards Understanding the Role of Attention in Prompt-tuning | Ankit Singh Rawat Christos Thrampoulidis Mahdi Soltanolkotabi Samet Oymak | 2023 | |
Implicit balancing and regularization: Generalization and convergence guarantees for overparameterized asymmetric matrix sensing | Mahdi Soltanolkotabi Dominik Stöger Changzhi Xie | 2023/7/12 | |
Gradient Descent Provably Solves Nonlinear Tomographic Reconstruction | ArXiv | Sara Fridovich-Keil Fabrizio Valdivia Gordon Wetzstein Benjamin Recht Mahdi Soltanolkotabi | 2023/10/6 |
On the role of attention in prompt-tuning | Samet Oymak Ankit Singh Rawat Mahdi Soltanolkotabi Christos Thrampoulidis | 2023 | |
Learning A Disentangling Representation For PU Learning | arXiv preprint arXiv:2310.03833 | Omar Zamzam Haleh Akrami Mahdi Soltanolkotabi Richard Leahy | 2023/10/5 |
Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory | arXiv preprint arXiv:2307.00497 | Sara Babakniya Zalan Fabian Chaoyang He Mahdi Soltanolkotabi Salman Avestimehr | 2023/7/2 |
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models | arXiv preprint arXiv:2309.06642 | Zalan Fabian Berk Tinaz Mahdi Soltanolkotabi | 2023/9/12 |
Outlier-robust sparse estimation via non-convex optimization | 36th Conference on Neural Information Processing Systems | Yu Cheng Ilias Diakonikolas Rong Ge Shivam Gupta Daniel Kane | 2022/12/6 |
On the effectiveness of active learning by uncertainty sampling in classification of high-dimensional gaussian mixture data | Xiaoyi Mai Salman Avestimehr Antonio Ortega Mahdi Soltanolkotabi | 2022/5/23 | |
FUN: Filter-based Unlearnable Datasets | Vinu Sankar Sadasivan Mahdi Soltanolkotabi Soheil Feizi | 2022/9/29 | |
Toward a geometrical understanding of self-supervised contrastive learning | arXiv preprint arXiv:2205.06926 | Romain Cosentino Anirvan Sengupta Salman Avestimehr Mahdi Soltanolkotabi Antonio Ortega | 2022/5/13 |
The geometry of self-supervised learning models and its impact on transfer learning | arXiv preprint arXiv:2209.08622 | Romain Cosentino Sarath Shekkizhar Mahdi Soltanolkotabi Salman Avestimehr Antonio Ortega | 2022/9/18 |
Co-Authors
