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Refining fast simulation using machine learning - CMS FastSim post-hoc corrections with regression neural network
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Refining fast simulation using machine learning - CMS FastSim post-hoc corrections with regression neural network

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What Machine Learning Can Do for Focusing Aerogel Detectors - Filtering Signal Hits and Event Reconstruction for FARICH
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What Machine Learning Can Do for Focusing Aerogel Detectors - Filtering Signal Hits and Event Reconstruction for FARICH

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Advancing energy efficiency - harnessing machine learning for smart grid management
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Advancing energy efficiency - harnessing machine learning for smart grid management

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SODA - Protecting Proprietary Information in On-Device Machine Learning Models
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SODA - Protecting Proprietary Information in On-Device Machine Learning Models

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Uncertainty Estimation: Single Forward Pass Methods and Applications in Active Learning - Doctor of Philosophy thesis
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Uncertainty Estimation: Single Forward Pass Methods and Applications in Active Learning - Doctor of Philosophy thesis

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Automated Machine Learning for Remaining Useful Life Predictions - End-to-end AutoML RUL Method
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Automated Machine Learning for Remaining Useful Life Predictions - End-to-end AutoML RUL Method

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Solar Irradiance Forecasting with Natural Language Processing of Cloud Observations - Modified Shapley Additive Explanations
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Solar Irradiance Forecasting with Natural Language Processing of Cloud Observations - Modified Shapley Additive Explanations

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Machine Learning Applications in Gravitational Wave Astronomy
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Machine Learning Applications in Gravitational Wave Astronomy

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MITIGATING DISTRIBUTION SHIFT IN MACHINE LEARNING-AUGMENTED HYBRID SIMULATION
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MITIGATING DISTRIBUTION SHIFT IN MACHINE LEARNING-AUGMENTED HYBRID SIMULATION

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Comparative Analysis of Machine Learning Models for Predicting Diabetes - Unveiling the Superiority of Advanced Ensemble Methods
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Comparative Analysis of Machine Learning Models for Predicting Diabetes - Unveiling the Superiority of Advanced Ensemble Methods

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Differential Parity - Relative Fairness Between Two Sets of Decisions
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Differential Parity - Relative Fairness Between Two Sets of Decisions

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Deep Generative Models for Biology - Represent, Predict, Design
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Deep Generative Models for Biology - Represent, Predict, Design

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Approaching Globally Optimal Energy Efficiency in Interference Networks via Machine Learning - A Machine Learning Approach
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Approaching Globally Optimal Energy Efficiency in Interference Networks via Machine Learning - A Machine Learning Approach

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A Generalised Method for Friction Optimisation of Surface Textured Seals by Machine Learning - Article
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A Generalised Method for Friction Optimisation of Surface Textured Seals by Machine Learning - Article

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Machine learning for advancing low-temperature plasma modeling and simulation - Review
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Machine learning for advancing low-temperature plasma modeling and simulation - Review

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