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Detecting Collagen by Machine Learning Improved Photoacoustic Spectral Analysis for Breast Cancer Diagnostics - Feasibility Studies with Murine Models
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Hierarchical Reinforcement Learning with Targeted Causal Interventions
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A framework to solve inverse problems for parametric PDEs using adaptive finite elements and neural networks
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Contributions to the Trustworthy Machine Learning Pipeline - Data Selection, Training, and Post-training Verification through Convexity and the Wasserstein Distance
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Prediction and Feature Analysis of Self-Compacting Concrete Strength Using Machine Learning with Recycled Coarse Aggregate and Supplementary Cementitious Materials
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Machine learning-driven identification of serotype-independent pneumococcal vaccine candidates using samples from human infection challenge studies
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Position: A Theory of Deep Learning Must Include Compositional Sparsity
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Predicting Students’ Academic Performance Using Machine Learning Techniques - Master of Science Thesis
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Smartphone-Based Digital Image Analysis for Qualitative Classification of Food Dyes Using Machine Learning - Effects of Color Space and Lighting Conditions
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Accelerating Phonon Thermal Conductivity Prediction by an Order of Magnitude - Machine Learning-Assisted Extraction of Anharmonic Force Constants
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Unpacking Approaches to Learning and Teaching Machine Learning in K-12 Education: Transparency, Ethics, and Design Activities
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Efficient Deep Learning deployments for Edge AI on resource-constrained environments using hls4ml - Diploma Thesis
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Machine Learning-Aided Optimization for Laser-Based Metal Additive Manufacturing - Doctoral Thesis
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The Contemporaneous Impact of Unemployment and Income Inequality on Violent vs Property Crime Rates in New England - A Panel Data and Machine Learning Approach
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