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Rahul Singh

Finite Time Regret Bounds for Minimum Variance Control of Autoregressive Systems with Exogenous Inputs

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May 26, 2023
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Kernel Ridge Regression Inference

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Feb 13, 2023
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Signed Graph Neural Networks: A Frequency Perspective

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Aug 15, 2022
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Quantifying Inherent Randomness in Machine Learning Algorithms

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Jun 24, 2022
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Understanding Metrics for Paraphrasing

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May 26, 2022
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Automatic Debiased Machine Learning for Dynamic Treatment Effects

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Apr 09, 2022
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Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits

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Feb 26, 2022
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Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems

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Jan 25, 2022
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Generalized Kernel Ridge Regression for Long Term Causal Inference: Treatment Effects, Dose Responses, and Counterfactual Distributions

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Jan 13, 2022
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A Finite Sample Theorem for Longitudinal Causal Inference with Machine Learning: Long Term, Dynamic, and Mediated Effects

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Dec 28, 2021
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