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Synergy of Machine Learning and Automated Reasoning - Dissertation

Synergy of Machine Learning and Automated Reasoning - Dissertation

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Prediction-powered machine learning for model selection and uncertainty - thesis

Prediction-powered machine learning for model selection and uncertainty - thesis

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Efficient Knowledge Injection in LLMs via Self-Distillation - Self-distillation for internalizing new factual knowledge

Efficient Knowledge Injection in LLMs via Self-Distillation - Self-distillation for internalizing new factual knowledge

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SINGLE-SNAPSHOT MACHINE LEARNING FOR SUPER-RESOLUTION OF TURBULENCE - A PREPRINT

SINGLE-SNAPSHOT MACHINE LEARNING FOR SUPER-RESOLUTION OF TURBULENCE - A PREPRINT

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On the Robustness of Dataset Inference

On the Robustness of Dataset Inference

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Benchmarking Automated Machine Learning Methods for Price Forecasting Applications - Research Report

Benchmarking Automated Machine Learning Methods for Price Forecasting Applications - Research Report

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Decoding Melodic Acoustic Features from Neural Data

Decoding Melodic Acoustic Features from Neural Data

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Machine Learning Driven Global Optimisation Framework for Analog Circuit Design

Machine Learning Driven Global Optimisation Framework for Analog Circuit Design

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Algorithmic Fairness and Bias Mitigation in Clinical Machine Learning for Equitable Patient Outcomes - Doctoral Thesis

Algorithmic Fairness and Bias Mitigation in Clinical Machine Learning for Equitable Patient Outcomes - Doctoral Thesis

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Argumentation and Machine Learning

Argumentation and Machine Learning

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Provably Reliable Machine Learning Systems - Dissertation

Provably Reliable Machine Learning Systems - Dissertation

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Fixing Foundational Concepts in Machine Learning - A Methodological Primer

Fixing Foundational Concepts in Machine Learning - A Methodological Primer

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Sentiment Analysis Using Machine Learning - A Comparative Study

Sentiment Analysis Using Machine Learning - A Comparative Study

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Military Applications of Machine Learning - A Bibliometric Perspective

Military Applications of Machine Learning - A Bibliometric Perspective

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SELA - TREE-SEARCH ENHANCED LLM AGENTS FOR AUTOMATED MACHINE LEARNING

SELA - TREE-SEARCH ENHANCED LLM AGENTS FOR AUTOMATED MACHINE LEARNING