DAISY Lab — newsDAISY Lab studies data-centric AI systems at Sharif University of Technology: machine learning for systems, systems for machine learning, database optimization, Text-to-SQL, AI agents, and complex networks.https://daisy-lab.ir/Sample post: what we mean by data-centric AI systemshttps://daisy-lab.ir/blog/sample-why-data-centric/https://daisy-lab.ir/blog/sample-why-data-centric/A sample blog post. The blog is where the lab explains its work at more length than a news item and less formally than a paper.Thu, 10 Sep 2026 00:00:00 GMTSample: applications open for MSc and undergraduate researchershttps://daisy-lab.ir/news/sample-lab-opening/https://daisy-lab.ir/news/sample-lab-opening/Sample news item. Replace it with a real announcement — see the editing guide.Tue, 01 Sep 2026 00:00:00 GMTNew preprint on audio-visual deepfake detection across domainshttps://daisy-lab.ir/news/eav-dfd-preprint/https://daisy-lab.ir/news/eav-dfd-preprint/EAV-DFD uses a teacher-student structure to adapt an ensemble audio-visual deepfake detector to unseen domains with only a small sample of target data.Sat, 13 Jun 2026 00:00:00 GMTUncertainty-aware recommendation with Bayesian deep ensembleshttps://daisy-lab.ir/news/bdecf-preprint/https://daisy-lab.ir/news/bdecf-preprint/BDECF combines Bayesian neural networks with deep ensembles so a recommender can report how certain it is, not only what it predicts.Mon, 14 Apr 2025 00:00:00 GMTDANI published in Scientific Reportshttps://daisy-lab.ir/news/dani-scientific-reports/https://daisy-lab.ir/news/dani-scientific-reports/Our network inference method that preserves the topological structure of the recovered graph appeared in Scientific Reports.Sat, 28 Dec 2024 00:00:00 GMT