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Artificial Intelligence
Web Development
Communication Skills
Introduction to Complexity
Inspiring Leadership through Emotional Intelligence
Transforming Digital Learning: Learning Design Meets Service Design
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Explore AI's role in sustainable logistics and supply chain management, focusing on reducing emissions, improving efficiency, and enhancing resilience and security in the consumer goods industry.
Explore challenges and techniques for evaluating machine learning models with non-IID data, focusing on spatial autocorrelation, concept drift, and phylogenetic non-independence in various fields.
Explore fast geometric computations for point clouds, optimal transport, and shape analysis. Learn about efficient tools for vision and data sciences, with applications in medical imaging and beyond.
Explora la hipótesis gaussiana en redes neuronales, proponiendo una familia de funciones de activación e inicializaciones que garantizan pre-activaciones gaussianas incluso en redes estrechas, y analiza sus implicaciones.
Explore mental rotation in the brain using deep learning, comparing human visual systems to deep networks and discussing potential implementations in AI.
Explainable AI techniques for atmospheric research: SLISEMAP visualizes local explanations in black box models, aiding understanding of molecular-level transformations and uncertainty quantification in climate science.
Explore improved methods for comparing neural network representations, addressing data structure confounding and enhancing functional similarity identification, transfer learning insights, and out-of-distribution accuracy assessment.
Explora nuevas fronteras en diseño y descubrimiento asistido por IA para generar moléculas con propiedades deseables, superando desafÃos de búsqueda, modelado y segregación de caracterÃsticas para aplicaciones en medicamentos, materiales y baterÃas.
Explore node-based Bayesian neural networks for improved generalization under covariate shift, focusing on scalability, implicit data perturbations, and enhanced uncertainty estimation in out-of-distribution scenarios.
Explore automatic systems for assessing spontaneous speech in under-resourced languages, focusing on Finnish and Swedish. Learn about machine learning models, speech recognition, and personalized feedback for language learners.
Submodular maximization algorithm for robust optimization against deletions, featuring streaming and offline approaches with coresets. Achieves approximation guarantees under matroid constraints.
Explore multilabel classification for approximate nearest neighbor search, transforming space partitioning trees into classifiers and enabling supervised learning techniques for improved performance.
Explore quantitative approaches to understand and manipulate microbial growth, focusing on computational methods to analyze growth curve data and predict genotype-dependent growth patterns.
Explore AI applications in wastewater treatment plants to enhance operational efficiency, yield, and quality. Learn about data-driven methods for improving sustainability in process industries.
Explora cómo la inteligencia artificial y los métodos basados en datos mejoran la eficiencia operativa, el rendimiento y la calidad en la industria del acero inoxidable y la fabricación digital.
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