active learning

"In the learning mode, by conveying what you want to learn, the AI first checks the user's level of understanding, and then, without immediately providing the answer, it deepens learning by asking questions and providing explanations step by step."

"This article provides a systematic approach to prompts for creating interactive learning check sheets, using the functions of an interactive learning check sheet as an example."

"Google Gemini can be used to experience history with narration, exploring the world as a farmer in the Edo period or a salt miner in ancient Rome."

"We then demonstrate that models trained with our approach dramatically improve the ability to interactively learn from language feedback."

"This work reviews eight years of AL evaluation literature and formally introduces the speed-up factor, a quantitative multi-iteration QM performance metric that indicates the fraction of samples needed to match random sampling performance."

"At the moment the site has four units on machine learning, which will take you from knowing nothing at all about machine learning to building your first deep neural network."

"STLE explicitly represents the boundary between knowledge and ignorance: Medical AI: Defer to human experts when μ_x < 0.5 (safety-critical)"

"We introduce SDA2E, a Sparse Dual Adversarial Attention-based AutoEncoder designed to learn compact and discriminative latent representations from imbalanced, high-dimensional data."

"With negligible overhead cost, FAQ delivers up to $5\times$ effective sample size gains over strong baselines on two benchmark suites, across varying historical-data missingness levels: this means that it matches the CI width of uniform sampling while using up to $5\times$ fewer queries."

"The article proposes a new active learning method that combines the perspectives of requirements engineering and Notion MCP to transform the implementation of sample code from technical books into a 're-experience of the thought process of professionals.'"

"Details of the exhibition will be shared at JID 2026 by ASCII STARTUP, hosted on March 3rd in Hamamatsucho, Tokyo."

"Users authenticate with their Claude accounts and interact with their own instance of the Artifact."

"Since the quality of data-driven ROMs is sensitive to the quality of the limited training data, we seek to identify training parameters for which using the associated training data results in the best possible parametric ROM."

"The article's focus is on using LLMs and AI clones to create more interactive lecture videos."

"Active learning emulators for nuclear two-body scattering in momentum space"

"The article is sourced from ArXiv, indicating it is a pre-print of a research paper."

"The article's context discusses labeler assignment and sampling in the presence of imperfect labels."

"The research focuses on pedagogical program synthesis."

"The research focuses on "Iterative Evidence Seeking for Agentic Long Video Understanding.""

"The article's core focus is the approximate optimal active learning of decision trees."

"The article is sourced from ArXiv, indicating it is a research paper."