| Learning-Based Two-Tiered Online Optimization of Region-Wide Datacenter Resource Allocation CL Chen, H Zhou, J Chen, M Pedramfar, T Lan, Z Zhu, C Zhou, PM Ruiz, ... IEEE Transactions on Network and Service Management, 2024 | 18* | 2024 |
| A Unified Approach for Maximizing Continuous DR-submodular Functions M Pedramfar, C Quinn, V Aggarwal Advances in Neural Information Processing Systems 36, 2024 | 16 | 2024 |
| Natural number game K Buzzard, M Pedramfar https://www.ma.imperial.ac.uk/~buzzard/xena/natural_number_game/index2.html, 2020 | 15 | 2020 |
| Coagent networks revisited MS Zini, M Pedramfar, M Riemer, A Moradipari, M Liu arXiv preprint arXiv:2001.10474, 2020 | 9 | 2020 |
| Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning A Moradipari, M Pedramfar, M Shokrian Zini, V Aggarwal Advances in Neural Information Processing Systems 36, 23557-23569, 2023 | 8 | 2023 |
| From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization M Pedramfar, V Aggarwal arXiv preprint arXiv:2405.00065, 2024 | 7 | 2024 |
| Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization M Pedramfar, YY Nadew, CJ Quinn, V Aggarwal The Twelfth International Conference on Learning Representations, 2023 | 6 | 2023 |
| Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models V Jain, K Sareen, M Pedramfar, S Ravanbakhsh arXiv preprint arXiv:2506.20701, 2025 | 5 | 2025 |
| A Unified Framework for Analyzing Meta-algorithms in Online Convex Optimization M Pedramfar, V Aggarwal arXiv preprint arXiv:2402.08621, 2024 | 4* | 2024 |
| Hairy Cantor sets D Cheraghi, M Pedramfar Advances in Mathematics 398, 108168, 2022 | 3 | 2022 |
| Complex Feigenbaum phenomena of high type D Cheraghi, M Pedramfar Manuscript in preparation, 2019 | 3 | 2019 |
| Stochastic submodular bandits with delayed composite anonymous bandit feedback M Pedramfar, V Aggarwal IEEE Transactions on Artificial Intelligence, 2025 | 2 | 2025 |
| Order-Optimal Projection-Free Algorithm for Adversarially Constrained Online Convex Optimization Y Lu, M Pedramfar, V Aggarwal arXiv preprint arXiv:2502.16744, 2025 | 1 | 2025 |
| A Unified Approach for Maximizing Continuous γ-weakly DR-submodular Functions M Pedramfar, CJ Quinn, V Aggarwal | 1 | 2024 |
| Multi-Armed Sampling Problem and the End of Exploration M Pedramfar, S Ravanbakhsh arXiv preprint arXiv:2507.10797, 2025 | | 2025 |
| Decentralized Projection-free Online Upper-Linearizable Optimization with Applications to DR-Submodular Optimization Y Lu, M Pedramfar, V Aggarwal arXiv preprint arXiv:2501.18183, 2025 | | 2025 |
| Arithmetic topological models for the attractors of infinitely satellite renormalisable maps M Pedramfar Imperial College London, 2020 | | 2020 |
| Uniform Wrappers: Bridging Concave to Quadratizable Functions in Online Optimization M Pedramfar, CJ Quinn, V Aggarwal | | |
