Issue Date | Title | Involved Person(s) |
Jun-2024 | Certification scheme for artificial intelligence based systems | Weng, Joanna; Denzel, Philipp; Reif, Monika Ulrike; Schilling, Frank-Peter; Billeter, Yann; Frischknecht-Gruber, Carmen; Brunner, Stefan; Chavarriaga, Ricardo; Repetto, Marco; Iranfar, Arman |
Jun-2024 | Machine learning for robust structural uncertainty quantification in fractured reservoirs | Dashti, Ali; Stadelmann, Thilo; Kohl, Thomas |
31-May-2024 | Towards the certification of AI-based systems | Denzel, Philipp; Brunner, Stefan; Billeter, Yann; Forster, Oliver; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Schilling, Frank-Peter; Weng, Joanna; Chavarriaga, Ricardo; Amini, Amin; Repetto, Marco; Iranfar, Arman |
31-May-2024 | MLOps as enabler of trustworthy AI | Billeter, Yann; Denzel, Philipp; Chavarriaga, Ricardo; Forster, Oliver; Schilling, Frank-Peter; Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Weng, Joanna |
31-May-2024 | So you want your private LLM at home? : a survey and benchmark of methods for efficient GPTs | Tuggener, Lukas; Sager, Pascal; Taoudi-Benchekroun, Yassine; Grewe, Benjamin F.; Stadelmann, Thilo |
31-May-2024 | Automated process monitoring in injection molding via representation learning and setpoint regression | Yan, Peng; Abdulkadir, Ahmed; Aguzzi, Giulia; Schatte, Gerrit A.; Grewe, Benjamin F.; Stadelmann, Thilo |
May-2024 | Identifying safety–critical concerns in unmanned aerial vehicle software platforms with SALIENT | Khatiri, Sajad; Di Sorbo, Andrea; Zampetti, Fiorella; Visaggio, Corrado A.; Di Penta, Massimiliano; Panichella, Sebastiano |
7-Apr-2024 | Rapid optical cytology with deep learning-based cell segmentation for diagnosis of thyroid lesions | Jermain, Peter R.; Oswald, Martin; Langdun, Tenzin; Wright, Santana; Khan, Ashraf; Stadelmann, Thilo; Abdulkadir, Ahmed; Yaroslavsky, Ann N. |
26-Mar-2024 | Deep neural networks for automatic speaker recognition do not learn supra-segmental temporal features | Neururer, Daniel; Dellwo, Volker; Stadelmann, Thilo |
16-Mar-2024 | On prediction-modelers and decision-makers : why fairness requires more than a fair prediction model | Scantamburlo, Teresa; Baumann, Joachim; Heitz, Christoph |
11-Mar-2024 | AI can empower agriculture for global food security : challenges and prospects in developing nations | Ahmad, Ali; Liew, Anderson X. W.; Venturini, Francesca; Kalogeras, Athanasios; Candiani, Alessandro; Di Benedetto, Giacomo; Ajibola, Segun; Cartujo, Pedro; Romero, Pablo; Lykoudi, Aspasia; De Grandis, Michelangelo Mastrorocco; Xouris, Christos; Lo Bianco, Riccardo; Doddy, Irawan; Elegbede, Isa; D'Urso Labate, Giuseppe Falvo; García del Moral, Luis F.; Martos, Vanessa |
Mar-2024 | Detecting anomalies in time series using kernel density approaches | Frehner, Robin; Wu, Kesheng; Sim, Alexander; Kim, Jinoh; Stockinger, Kurt |
Mar-2024 | ScienceBenchmark : a complex real-world benchmark for evaluating natural language to SQL systems | Zhang, Yi; Deriu, Jan Milan; Katsogiannis-Meimarakis, George; Kosten, Catherine; Koutrika, Georgia; Stockinger, Kurt |
Mar-2024 | Is your learned query optimizer behaving as you expect? : a machine learning perspective | Lehmann, Claude; Sulimov, Pavel; Stockinger, Kurt |
Mar-2024 | Data-driven information extraction and enrichment of molecular profiling data for cancer cell lines | Smith, Ellery; Paloots, Rahel; Giagkos, Dimitris; Baudis, Michael; Stockinger, Kurt |