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Akshay Iyer

Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing

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Jan 27, 2024
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Fully Bayesian inference for latent variable Gaussian process models

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Nov 04, 2022
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Learning to estimate a surrogate respiratory signal from cardiac motion by signal-to-signal translation

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Jul 20, 2022
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Learning to identify cracks on wind turbine blade surfaces using drone-based inspection images

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Jul 20, 2022
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Uncertainty-aware Mixed-variable Machine Learning for Materials Design

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Jul 11, 2022
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An Automated System for Detecting Visual Damages of Wind Turbine Blades

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May 22, 2022
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Scalable Gaussian Processes for Data-Driven Design using Big Data with Categorical Factors

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Jun 30, 2021
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A Conditional Generative Model for Predicting Material Microstructures from Processing Methods

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Oct 04, 2019
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Data-Centric Mixed-Variable Bayesian Optimization For Materials Design

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Jul 04, 2019
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