Raman Arora

Employment

• Johns Hopkins University Associate Professor
  2014 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (118)

• DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation
  arXiv 2024 DOI: 10.48550/arXiv.2402.11120
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• ON SAMPLE-EFFICIENT OFFLINE REINFORCEMENT LEARNING: DATA DIVERSITY, POSTERIOR SAMPLING, AND BEYOND
  arXiv 2024 DOI: 10.48550/arXiv.2401.03301
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• Public-data Assisted Private Stochastic Optimization: Power and Limitations
  arXiv 2024 DOI: 10.48550/arXiv.2403.03856
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• A Risk-Sensitive Approach to Policy Optimization
  Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023 2023
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• Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates
  arXiv 2023 DOI: 10.48550/arXiv.2311.13447
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• Faster Rates of Convergence to Stationary Points in Differentially Private Optimization
  Proceedings of Machine Learning Research 2023
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• From Adaptive Query Release to Machine Unlearning
  Proceedings of Machine Learning Research 2023
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• From Adaptive Query Release to Machine Unlearning
  arXiv 2023
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• On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation
  Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023 2023
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• VIPER: PROVABLY EFFICIENT ALGORITHM FOR OFFLINE RL WITH NEURAL FUNCTION APPROXIMATION
  arXiv 2023 DOI: 10.48550/arXiv.2302.12780
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