ICSE 2024 (series) / CAIN 2024 (series) / Research and Experience Papers /
Worst-Case Convergence Time of ML Algorithms via Extreme Value Theory
Mon 15 AprDisplayed time zone: Lisbon change
Mon 15 Apr
Displayed time zone: Lisbon change
16:00 - 18:00 | System QualitiesResearch and Experience Papers / Industry Talks at Pequeno Auditório Chair(s): Andrei Paleyes Department of Computer Science and Technology, Univesity of Cambridge | ||
16:00 10mTalk | Modeling Resilience of Collaborative AI Systems Research and Experience Papers Diaeddin Rimawi Free University of Bozen-Bolzano, Antonio Liotta Free University of Bozen-Bolzano, Marco Todescato Fraunhofer Italia, Barbara Russo | ||
16:10 10mTalk | Seven Failure Points When Engineering a Retrieval Augmented Generation System Research and Experience Papers Scott Barnett Applied Artificial Intelligence Institute, Deakin University, Stefanus Kurniawan Deakin University, Srikanth Thudumu Deakin University, Zach Brannelly Deakin University, Mohamed Abdelrazek Deakin University, Australia | ||
16:20 15mTalk | POLARIS: A framework to guide the development of Trustworthy AI systems Research and Experience Papers Maria Teresa Baldassarre Department of Computer Science, University of Bari , Domenico Gigante SER&Practices and University of Bari, Marcos Kalinowski Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Azzurra Ragone University of Bari | ||
16:35 15mTalk | Worst-Case Convergence Time of ML Algorithms via Extreme Value Theory Research and Experience Papers A: Saeid Tizpaz-Niari University of Texas at El Paso, A: Sriram Sankaranarayanan University of Colorado, Boulder | ||
16:50 15mTalk | Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World Research and Experience Papers Lorena Poenaru-Olaru TU Delft, Natalia Karpova TU Delft, Luís Cruz Delft University of Technology, Jan S. Rellermeyer Leibniz University Hannover, Arie van Deursen Delft University of Technology | ||
17:05 15mTalk | Novel Contract-based Runtime Explainability Framework for End-to-End Ensemble Machine Learning Serving Research and Experience Papers Minh-Tri Nguyen Aalto University, Hong-Linh Truong Aalto University, Tram Truong-Huu Singapore Institute of Technology | ||
17:20 10mIndustry talk | Trustworthy AI: Industry-Guided Tooling of the Methods Industry Talks Zakaria Chihani CEA, LIST, France | ||
17:30 15mLive Q&A | System Qualities: Q&A Session Research and Experience Papers | ||
17:45 15mDay closing | Closing Research and Experience Papers Jan Bosch Chalmers University of Technology | ||