Mehrabi, Mohammad
- Online Debiasing for Adaptively Collected High-dimensional Data with\n Applications to Time Series Analysis
2019/11/04 by Yash Deshpande, Adel Javanmard, Deshpande, Yash +3 · 3 citations
Computer Science · Mathematics · Decision Sciences · #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Advanced Bandit Algorithms Research
- Fundamental Tradeoffs in Distributionally Adversarial Training
2021/01/15 by Mohammad Mehrabi, Mehrabi, Mohammad, Adel Javanmard +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff
2021/10/22 by Adel Javanmard, Mohammad Reza Mehrabi, Javanmard, Adel +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
- Pearson Chi-squared Conditional Randomization Test
2021/10/29 by Javanmard, Adel, Mehrabi, Mohammad · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- A Model-free Closeness-of-influence Test for Features in Supervised Learning
2023/06/20 by Mohammad Reza Mehrabi, Mehrabi, Mohammad, Ryan A. Rossi +1 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification #Methodology (stat.ME)
- Optimal Mechanisms for Demand Response: An Indifference Set Approach
2024/09/11 by Mohammad Mehrabi, Omer Karaduman, Mehrabi, Mohammad +3 · 1 voice · 1 citation
Engineering · #math.OC