Jessica Rubart

🚀 𝗢𝘂𝘁 𝗻𝗼𝘄: 𝗧𝘄𝗼 𝗵𝗲𝗶𝘀𝗲 𝗮𝗿𝘁𝗶𝗰𝗹𝗲𝘀 𝗼𝗻 𝗟𝗟𝗠 Alexander Schatten, senior researcher at SBA Research, and Marco Jeppe Reiser have published an interesting article: 📰 𝗪𝗵𝗮𝘁 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗮𝘁 𝗽𝗿𝗼𝗺𝗽𝘁 𝗹𝗲𝘃𝗲𝗹 𝗹𝗲𝗮𝗱𝘀 𝘁𝗼 Where can AI systems really help programmers, and is the approach taken here truly novel? This article examines their role. Programming involves interpreting real-world problems and processes, abstracting them, and then translating them into a deterministic language understood by technical systems. The goal is to automate tasks and processes and interact with people or other systems as needed. Besides understanding the real-world problem, programming also requires technical consideration of advantages and disadvantages, costs, legal frameworks, dependencies, and more. Actual coding is only a small part of the whole process. Alexander Schatten's second article on heise online explores the role of LLMs in software development. 📰 𝗟𝗟𝗠𝘀 𝗶𝗻 𝘀𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁: 𝘄𝗵𝗮𝘁 𝘁𝗵𝗲𝘆 𝗯𝗿𝗶𝗻𝗴 𝗮𝗻𝗱 𝘄𝗵𝗲𝗿𝗲 𝘁𝗵𝗲𝘆 𝗵𝗮𝘃𝗲 𝗳𝗮𝗶𝗹𝗲𝗱 Software systems are a combination of hardware, software, and the people who develop, maintain, and use these systems. This interaction of the three factors creates benefits and the possibility of further system development. Early on, software exhibited characteristics not observed in other technical systems. The first software crisis in the 1960s revealed that hardware and software capabilities were growing faster than those of human engineers, a crisis from which we have not yet fully emerged. One reason is the ever-increasing complexity of software itself and the complexity created by software and its increasing networking with other systems, affecting software further. Get the full articles here:   https://lnkd.in/gA2hHCBb   https://lnkd.in/giAV6f8C    Both articles will soon be published in iX magazine. 📷: Marcel Lehner 

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🚀 Exciting News! 🚀 We are thrilled to announce that Kumo AI's position paper "Relational Deep Learning: Graph Representation Learning on Relational Databases," has been accepted at #ICML 2024! 🎉 Join us in Vienna from July 21-27, where our very own Matthias Fey will be presenting this exciting new research area. 🔗 https://icml.cc/ In collaboration with Stanford University, we introduce Relational Deep Learning (#RDL), a new research area for applying deep learning on relational databases by viewing them as temporal, heterogeneous graphs. This method eliminates the need for manual feature engineering, leading to more accurate models built faster. 🚀 We’ve also developed #RelBench, a benchmark suite to facilitate research in this new area, using diverse datasets from Stack Exchange discussions to Amazon book reviews. 📚 Stay tuned for more updates on our presentation format, and check out our paper here: https://lnkd.in/dk24vbSg #ICML2024 #MachineLearning #AI #GraphNeuralNetworks #RelationalDeepLearning #DataScience #KumoAI #StanfordCollaboration

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Welcome to read the article "Integrated Gradients for Feature Assessment in Point Cloud-Based Data Sets" which is written by Mr. Markus Schwegler, Prof. Christoph Müller and Alexander Reiterer. This excellent article was published in issue 7 in 2023 and has been viewed 1313 times and cited 3 times! Article link: https://lnkd.in/gMCsed5z MDPI Fraunhofer IPM Furtwangen University Albert-Ludwigs-Universität Freiburg (Albert Ludwig University of Freiburg) #pointcloud #neuralnetwork #integratedgradients

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📅 Mark your calendars for September 18th in #Vienna! At the #DataScience MeetUp, Andreas from Neo4j and Sebastian will talk about the relevance of #KnowledgeGraphs for Gen #AI, and explain why proper #GraphVisualization is critical for understanding your #data. We look forward to seeing you there! https://lnkd.in/e-EKZ9fZ

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At Frankfurt: Programming Related to Artificial Intelligence - Publishing Perspectives: At Frankfurt: Programming Related to Artificial Intelligence  Publishing Perspectives http://dlvr.it/TC141m #ai #artificialintelligence

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#EarlyCareer #talk at #IJCAI2024 by🗣️Julia Neidhart, Technische Universität Wien: Transforming Recommender Systems: Balancing Personalization, Fairness, and Human Values ➡️https://lnkd.in/dK3Nieyr Abstract: Recent advancements in recommender systems highlight metrics beyond accuracy, including diversity, serendipity and fairness. This paper examines the integration of Large Language Models into recommender systems, focusing on challenges such as interpretability, bias, and user autonomy. LLMs offer enhanced personalization capabilities but also introduce concerns regarding transparency and ethical implications. This work discusses ongoing research efforts aiming to develop transparent, fair, and contextually aware systems. Our approach seeks to prioritize user wellbeing and inclusivity, contributing to a more equitable and functional digital environment through advanced technologies and interdisciplinary insights. #XAI #LLMs #InclusiveTech #NextGenAI #AI TU Wien Informatics

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Fraunhofer's OpenGPT-X project releases Teuken-7B on Hugging Face ✅ 7 billion parameters ✅ Trained in all 24 EU languages ✅ 50% non-English data (compared to 8% in LLaMA-3) ✅ Major languages involved: English, French, German, Italian, Spanish. ✅ Context Window: 4K ✅ Open-source & commercially usable ✅ Optimized for multilingual efficiency and cost reduction 🔹 Ideal for European organizations with multilingual needs 🔹 Ensure sensitive data stays secure within your infrastructure 🔹 Customize it for industry-specific applications (e.g., finance, medicine) I can't wait to try it on #Ollama!! Source: https://lnkd.in/d8JbdXc7 Paper: https://lnkd.in/dS5CQZRU Tips: https://lnkd.in/dyQpnSEJ #GenAI #Teuken7B #OpenGPTX #MultilingualAI #Fraunhofer #HuggingFace #OpenSource #EuropeanUnion #EU #TechInnovation #DataSovereignty

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AI is transforming design—but what about spatial computing? In Bezi Co-founder Cecilia Uhr's #Config2024 talk, we learn more about the tools, challenges, and opportunities in creating immersive 3D experiences. Some key takeaways: ➔ Both AI and 3D tools are advancing rapidly, and designers have the exciting opportunity to start designing for new dimensions, senses, and variables. ➔ Platforms like Bezi empower designers to innovate with interactive experiences, bridging the gap between design and prototyping. ➔ AI and spatial computing offer the potential to create adaptive environments and redefine human interaction, paving the way for personalized experiences. Watch the full talk here: https://lnkd.in/gJTj_84g

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Visualizing Progress in Broadening Participation in Computing: The Value of Context - Excellent article by Barr et al discussing new approaches like Cohort-based analysis, intersectionality, and entropy-based measures are needed to provide better insights into challenges and successes of BPC activities. https://bit.ly/3RQbxCY

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🚀 We are thrilled to share an independent review of the Orbbec Femto Bolt camera by Dr. Martin Günther, a senior researcher at the German Research Center for Artificial Intelligence (DFKI). 📸✨ Dr. Günther compares the Femto Bolt with the Azure Kinect DK. Here are some key highlights: 🔹 Excellent Factory Calibration: Superior alignment of RGB and depth data. 🔹 Compact Design: About half the length of the Azure Kinect DK. 🔹 Superior RGB-Depth Alignment: Minimal color bleeding, even during rapid movements. 🔹 Advanced HDR Feature: Balances exposure effectively, capturing details in both bright and dark areas. 🔹 Fair Pricing: A great value, especially as a viable alternative to the Azure Kinect DK. Watch the full video here: https://hubs.la/Q02Glt7B0 #Orbbec #FemtoBolt #3DVision #RobotVision #AI #RGBDcamera #TechReview #Innovation #DFKI #ComputerVision #Research

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Join us as we unpack the future of AI with Carsten Kraus in this follow-up article from Launch's #NavigatingAbroad series. Learn about the impactful role of small language models in making AI more accessible and the intricate dynamics of reinforcement learning. What implications will these technological advances have on the future landscape of AI? #AIUnpacked #FutureOfAI #LanguageModels #ReinforcementLearning #TechInnovation

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The Rails 8 feature set perfectly complements SQLite's power in creating resilient, high-performance production apps, but still the question lingers: Can I really go all-in on #SQLite? Join Stephen Margheim at #RailsWorld as he illustrates how to leverage Rails and SQLite's full potential in your next venture, and when SQLite does and doesn't make sense for your application. https://lnkd.in/eaBstScy

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Generative AI in Interactive Systems At this year’s Mensch und Computer conference in Karlsruhe, we are co-organizing a workshop on generative AI in interactive systems. Bringing together the German HCI community from research and industry, the workshop aims to draw on individual experiences using GenAI in different HCI research or industry projects. The goal is to highlight individual approaches and create a practical insights report synthesizing the collective experiences and practical insights with detailed examples of personal best practices for the wider HCI community. https://s.fhg.de/f73 #GenerativeAI #HCI #MuC2024 #Karlsruhe

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Discover potential paradigm changes for data and analytics💡 BISE Journal recently published a new article by Ivo Blohm, Felix Wortmann, Christine Legner, and our own Dr. Felix Köbler. 🔎Check out the article "Data products, data mesh, and data fabric" which explores these concepts, highlighting their potential to revolutionize data management and analytics: https://lnkd.in/e7F-z6p6 #DataProducts #DataMesh #DataFabric #DataProductManagement

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Worth to try

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