Vahid Tarokh

1. HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
   2020/10/03 by Enmao Diao, Jie Ding, Diao, Enmao +3 · 37 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Internet Traffic Analysis and Secure E-voting
2. SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training
   2021/06/02 by Enmao Diao, Diao, Enmao, Jie Ding +3 · 9 citations
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
3. A Distributed Online Convex Optimization Algorithm with Improved Dynamic Regret
   2019/11/12 by Yan Zhang, Robert Ravier, Zhang, Yan +5 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
4. Pruning Deep Neural Networks from a Sparsity Perspective
   2023/02/11 by Enmao Diao, Ganghua Wang, Diao, Enmao +9 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Neural Networks and Reservoir Computing
5. SGD Converges to Global Minimum in Deep Learning via Star-convex Path
   2019/01/02 by Yi Zhou, Junjie Yang, Zhou, Yi +7 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
6. Transfer Learning for Individual Treatment Effect Estimation
   2022/10/01 by Ahmed Aloui, Juncheng Dong, Aloui, Ahmed +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
7. Symmetric Pseudo-Random Matrices
   2017/02/14 by Ilya Soloveychik, Xiang Yu, Soloveychik, Ilya +3 · 1 citation
   Mathematics · Biochemistry, Genetics and Molecular Biology · Engineering · #Random Matrices and Applications #Fractal and DNA sequence analysis #graph theory and CDMA systems
8. Off-Policy Evaluation for Human Feedback
   2023/10/11 by Qitong Gao, Gao, Qitong, Gao, Ge +8 · 2 citations
   Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Generative Archimedean Copulas
   2021/02/22 by Yuting Ng, A.A. Hasan, Ng, Yuting +5 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Financial Risk and Volatility Modeling #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
10. Quickest Change Detection for Unnormalized Statistical Models
    2023/02/01 by Suya Wu, Enmao Diao, Wu, Suya +7 · 3 citations
    Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
11. Inference and Sampling for Archimax Copulas
    2022/05/27 by Yuting Ng, Ali Hasan, Ng, Yuting +3 · 1 citation
    Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Distribution Estimation and Applications #Statistical Methods and Bayesian Inference
12. Robust Quickest Change Detection for Unnormalized Models
    2023/06/08 by Suya Wu, Wu, Suya, Enmao Diao +7 · 1 citation
    Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Statistical Methods and Inference #Advanced Statistical Methods and Models
13. Neural Network Accelerated Process Design of Polycrystalline Microstructures
    2023/04/11 by Junrong Lin, Mahmudul Hasan, Lin, Junrong +7 · 1 citation
    Engineering · Materials Science · #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Metal Forming Simulation Techniques #Metallurgy and Material Forming #and Science (cs.CE)
14. Mode-Aware Continual Learning for Conditional Generative Adversarial Networks
    2023/05/19 by Cat P. Le, Juncheng Dong, Le, Cat P. +5 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
15. Causal Mediation Analysis with Multi-dimensional and Indirectly Observed Mediators
    2023/06/13 by Ziyang Jiang, Yiling Liu, Jiang, Ziyang +13 · 1 citation
    Computer Science · Mathematics · Psychology · #Advanced Causal Inference Techniques #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics
16. Treatment Effects in Extreme Regimes
    2023/06/20 by Ahmed Aloui, Aloui, Ahmed, Ali Hasan +7 · 1 citation
    Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
17. CATE Estimation With Potential Outcome Imputation From Local Regression
    2023/11/07 by Ahmed Aloui, Juncheng Dong, Aloui, Ahmed +5 · 1 citation
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Methodology (stat.ME)
18. Teleportation With Null Space Gradient Projection for Optimization Acceleration
    2025/02/17 by Zihao Wu, Juncheng Dong, Wu, Zihao +5 · 2 citations
    Engineering · #Spacecraft Design and Technology #Satellite Communication Systems
19. Score-Based Metropolis-Hastings Algorithms
    2024/12/31 by Ahmed Aloui, Hasan Ali, Aloui, Ahmed +7 · 2 citations
    Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Model Reduction and Neural Networks
20. Learn2Mix: Training Neural Networks Using Adaptive Data Integration
    2024/12/21 by Shyam Venkatasubramanian, Vahid Tarokh, Venkatasubramanian, Shyam +1 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications