3 papers
cs.LG2025
Cluster-Based Random Forest Visualization and Interpretation
Max Sondag, Christofer Meinecke, Dennis Collaris +2
Random forests are a machine learning method used to automatically classify datasets and consist of a multitude of decision trees. While these random forests often have higher perf…
cs.MM2025
Multimedia and Visual Analytics in the Agentic Era
Marcel Worring, Jan Zahálka, Stef van den Elzen +2
Professional users need tools to help them gain actionable insights from large multimedia collections. Foundation models and AI agents have rapidly changed the playing field, and i…
cs.IR2024
Pfeed: Generating near real-time personalized feeds using precomputed embedding similarities
Binyam Gebre, Karoliina Ranta, Stef van den Elzen +3
In personalized recommender systems, embeddings are often used to encode customer actions and items, and retrieval is then performed in the embedding space using approximate neares…