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Being Trustworthy is Not Enough: How Untrustworthy Artificial Intelligence (AI) Can Deceive the End-Users and Gain Their Trust.

, , , and . Proc. ACM Hum. Comput. Interact., 7 (CSCW1): 1-17 (April 2023)

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On Semiparametric Exponential Family Graphical Models., , and . J. Mach. Learn. Res., (2018)Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rates and Global Landscape Analysis., , and . CoRR, (2019)Generative Adversarial Imitation Learning with Neural Networks: Global Optimality and Convergence Rate., , , and . CoRR, (2020)Learning Zero-Sum Simultaneous-Move Markov Games Using Function Approximation and Correlated Equilibrium., , , and . Math. Oper. Res., 48 (1): 433-462 (February 2023)Provably Efficient Reinforcement Learning with Linear Function Approximation., , , and . Math. Oper. Res., 48 (3): 1496-1521 (August 2023)Misspecified nonconvex statistical optimization for sparse phase retrieval., , , , , and . Math. Program., 176 (1-2): 545-571 (2019)A Two-Timescale Stochastic Algorithm Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic., , , and . SIAM J. Optim., 33 (1): 147-180 (March 2023)A Novel Model Integrating Deep Learning for Land Use/Cover Change Reconstruction: A Case Study of Zhenlai County, Northeast China., , , , , , , , , and . Remote. Sens., 12 (20): 3314 (2020)Towards General Function Approximation in Zero-Sum Markov Games., , , and . CoRR, (2021)One Objective to Rule Them All: A Maximization Objective Fusing Estimation and Planning for Exploration., , , , , , , , and . CoRR, (2023)