Khalili, Mohammad Mahdi

16 publications

TMLR 2025 An Efficient Training Algorithm for Models with Block-Wise Sparsity Ding Zhu, Zhiqun Zuo, Mohammad Mahdi Khalili

NeurIPS 2025 Individual Fairness in Strategic Classification Zhiqun Zuo, Mohammad Mahdi Khalili

AISTATS 2025 Post-Processing for Fair Regression via Explainable SVD Zhiqun Zuo, Ding Zhu, Mohammad Mahdi Khalili

TMLR 2024 Federated Learning with Reduced Information Leakage and Computation Tongxin Yin, Xuwei Tan, Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu

TMLR 2024 Learning Under Imitative Strategic Behavior with Unforeseeable Outcomes Tian Xie, Zhiqun Zuo, Mohammad Mahdi Khalili, Xueru Zhang

TMLR 2024 Lookahead Counterfactual Fairness Zhiqun Zuo, Tian Xie, Xuwei Tan, Xueru Zhang, Mohammad Mahdi Khalili

ICMLW 2024 Neuroplasticity and Corruption in Model Mechanisms: A Case Study of Indirect Object Identification Vishnu Kabir Chhabra, Ding Zhu, Mohammad Mahdi Khalili

UAI 2024 Privacy-Aware Randomized Quantization via Linear Programming Zhongteng Cai, Xueru Zhang, Mohammad Mahdi Khalili

NeurIPSW 2024 Training Block-Wise Sparse Models Using Kronecker Product Decomposition Ding Zhu, Zhiqun Zuo, Mohammad Mahdi Khalili

ICML 2023 Loss Balancing for Fair Supervised Learning Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan

AAAI 2023 Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions Mahed Abroshan, Saumitra Mishra, Mohammad Mahdi Khalili

NeurIPSW 2022 Counterfactual Fairness in Synthetic Data Generation Mahed Abroshan, Mohammad Mahdi Khalili, Andrew Elliott

ICML 2022 Fairness Interventions as (Dis)Incentives for Strategic Manipulation Xueru Zhang, Mohammad Mahdi Khalili, Kun Jin, Parinaz Naghizadeh, Mingyan Liu

NeurIPS 2021 Fair Sequential Selection Using Supervised Learning Models Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan

AAAI 2021 Improving Fairness and Privacy in Selection Problems Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan, Somayeh Sojoudi

ICML 2018 Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu