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Saber Salehkaleybar

cuPC: CUDA-Based Parallel PC Algorithm for Causal Structure Learning on GPU
2019 · Behrooz Zarebavani, Foad Jafarinejad, et al. · IEEE Transactions on Parallel and Distributed Systems · 33
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Learning Causal Structures Using Regression Invariance
2017 · Ghassami, AmirEmad, Salehkaleybar, Saber, et al. · arXiv (Cornell University) · 31
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gIM: GPU Accelerated RIS-Based Influence Maximization Algorithm
2021 · Soheil Shahrouz, Saber Salehkaleybar, et al. · IEEE Transactions on Parallel and Distributed Systems · 22
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Active learning of causal structures with deep reinforcement learning
2022 · Amir Amirinezhad, Saber Salehkaleybar, et al. · Neural Networks · 19
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Counting and Sampling from Markov Equivalent DAGs Using Clique Trees
2019 · AmirEmad Ghassami, Saber Salehkaleybar, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 19
One-Shot Federated Learning: Theoretical Limits and Algorithms to Achieve Them
2019 · Salehkaleybar, Saber, Sharifnassab, Arsalan, et al. · arXiv (Cornell University) · 19
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Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables
2019 · Salehkaleybar, Saber, Ghassami, AmirEmad, et al. · arXiv (Cornell University) · 15
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Budgeted Experiment Design for Causal Structure Learning
2017 · Ghassami, AmirEmad, Salehkaleybar, Saber, et al. · arXiv (Cornell University) · 15
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Distributed Voting/Ranking With Optimal Number of States per Node
2015 · Saber Salehkaleybar, Arsalan Sharif-Nassab, et al. · IEEE Transactions on Signal and Information Processing over Networks · 15
ParaLiNGAM: Parallel causal structure learning for linear non-Gaussian acyclic models
2023 · Amirhossein Shahbazinia, Saber Salehkaleybar, et al. · Journal of Parallel and Distributed Computing · 12
Causal Imitative Model for Autonomous Driving
2021 · Samsami, Mohammad Reza, Bahari, Mohammadhossein, et al. · arXiv (Cornell University) · 10
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Order Optimal One-Shot Distributed Learning
2019 · Sharifnassab, Arsalan, Salehkaleybar, Saber, et al. · arXiv (Cornell University) · 9
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LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments
2020 · AhmadiTeshnizi, Ali, Salehkaleybar, Saber, et al. · arXiv (Cornell University) · 7
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Adversarial orthogonal regression: Two non-linear regressions for causal inference
2021 · M. Reza Heydari, Saber Salehkaleybar, et al. · Neural Networks · 6
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Bounds on Over-Parameterization for Guaranteed Existence of Descent Paths in Shallow ReLU Networks
2020 · Arsalan Sharifnassab, Saber Salehkaleybar, et al. · International Conference on Learning Representations · 5
Distributed voting in beep model
2020 · Benyamin Ghojogh, Saber Salehkaleybar · Signal Processing · 4
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Interventional Experiment Design for Causal Structure Learning
2019 · Ghassami, AmirEmad, Salehkaleybar, Saber, et al. · arXiv (Cornell University) · 4
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Optimal Experiment Design for Causal Discovery from Fixed Number of Experiments
2017 · Ghassami, AmirEmad, Salehkaleybar, Saber, et al. · arXiv (Cornell University) · 4
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QoS-aware joint policies in cognitive radio networks
2011 · Saber Salehkaleybar, Seyyed Arash Majd, et al. · International Wireless Communications and Mobile Computing Conference (IWCMC) · 4
Order Optimal Bounds for One-Shot Federated Learning Over Non-Convex Loss Functions
2023 · Arsalan Sharifnassab, Saber Salehkaleybar, et al. · IEEE Transactions on Information Theory · 3
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Broadcast distributed voting algorithm in population protocols
2020 · Hamidreza Bandealinaeini, Saber Salehkaleybar · IET Signal Processing · 3
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Multi Variable-layer Neural Networks for Decoding Linear Codes
2020 · Samira Malek, Saber Salehkaleybar, et al. · Iran Workshop on Communication and Information Theory (IWCIT) · 3
Seedless Graph Matching via Tail of Degree Distribution for Correlated Erdos-Renyi Graphs
2019 · Bozorg, Mahdi, Salehkaleybar, Saber, et al. · arXiv (Cornell University) · 3
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Theoretical Limits of One-Shot Distributed Learning.
2019 · Saber Salehkaleybar, Arsalan Sharifnassab, et al. · arXiv (Cornell University) · 3
A periodic jump-based rendezvous algorithm in cognitive radio networks
2016 · Saber Salehkaleybar, Mohammad Reza Pakravan · Computer Communications · 3
Works count: 71
Citation count: 290
H-index: 10
I10-index: 11
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