Real-time video inference on edge devices via adaptive model streaming M Khani, P Hamadanian, A Nasr-Esfahany, M Alizadeh Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 32* | 2021 |
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation A Alomar*, P Hamadanian*, A Nasr-Esfahany*, A Agarwal, M Alizadeh, ... 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023 | 19* | 2023 |
Counterfactual Identifiability of Bijective Causal Models A Nasr-Esfahany, M Alizadeh, D Shah The Fortieth International Conference on Machine Learning (ICML '23), 2023 | 16 | 2023 |
Counterfactual (non-) identifiability of learned structural causal models A Nasr-Esfahany, E Kiciman arXiv preprint arXiv:2301.09031, 2023 | 7 | 2023 |
OS Pre-trained Transformer: Predicting Query Latencies across Changing System Contexts P Negi, Z Wu, A Nasr-Esfahany, H Sharma, M Alizadeh, T Kraska, ... | 1 | 2024 |
m3: Accurate Flow-Level Performance Estimation using Machine Learning C Li*, A Nasr-Esfahany*, K Zhao, K Noorbakhsh, P Goyal, M Alizadeh, ... ACM SIGCOMM 2024, 2024 | | 2024 |
Locally Constrained Policy Optimization for Online Reinforcement Learning in Non-Stationary Input-Driven Environments P Hamadanian, A Nasr-Esfahany, S Sen, M Schwarzkopf, M Alizadeh arXiv preprint arXiv:2302.02182, 2023 | | 2023 |