When Less is More: A Story of Failing Bayesian Optimization Due to Additional Expert Knowledge
Fuente:
arXiv
Saved in:
| Main Authors: | Weichert, Dorina, Ernis, Gunar, Worthmann, Marvin, Ryzko, Peter, Seifert, Lukas |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Robust Entropy Search for Safe Efficient Bayesian Optimization
by: Weichert, Dorina, et al.
Published: (2024)
by: Weichert, Dorina, et al.
Published: (2024)
When Less Is More: A Sparse Facial Motion Structure For Listening Motion Learning
by: Nguyen, Tri Tung Nguyen, et al.
Published: (2025)
by: Nguyen, Tri Tung Nguyen, et al.
Published: (2025)
When One Sensor Fails: Tolerating Dysfunction in Multi-Sensor Prototypes
by: Hens, Freek, et al.
Published: (2026)
by: Hens, Freek, et al.
Published: (2026)
When Data Protection Fails to Protect: Law, Power, and Postcolonial Governance in Bangladesh
by: Saha, Pratyasha, et al.
Published: (2026)
by: Saha, Pratyasha, et al.
Published: (2026)
Thinking Less, Trusting More: GenAI's Impacts on Students' Cognitive Habits
by: Choudhuri, Rudrajit, et al.
Published: (2026)
by: Choudhuri, Rudrajit, et al.
Published: (2026)
Less Talk, More Trust: Understanding Players' In-game Assessment of Communication Processes in League of Legends
by: Lee, Juhoon, et al.
Published: (2025)
by: Lee, Juhoon, et al.
Published: (2025)
Practice Less, Explain More: LLM-Supported Self-Explanation Improves Explanation Quality on Transfer Problems in Calculus
by: Chen, Eason, et al.
Published: (2026)
by: Chen, Eason, et al.
Published: (2026)
When not to help: planning for lasting human-AI collaboration
by: Steyvers, Mark, et al.
Published: (2025)
by: Steyvers, Mark, et al.
Published: (2025)
Less Interaction But More Explanation: A Communication Perspective on Agentic AI Interfaces
by: Jang, Eunchae, et al.
Published: (2026)
by: Jang, Eunchae, et al.
Published: (2026)
Testing the Test: Observations When Assessing Visualization Literacy of Domain Experts
by: Öney, Seyda, et al.
Published: (2024)
by: Öney, Seyda, et al.
Published: (2024)
More is More: Addition Bias in Large Language Models
by: Santagata, Luca, et al.
Published: (2024)
by: Santagata, Luca, et al.
Published: (2024)
Explanation format does not matter; but explanations do -- An Eggsbert study on explaining Bayesian Optimisation tasks
by: Chakraborty, Tanmay, et al.
Published: (2025)
by: Chakraborty, Tanmay, et al.
Published: (2025)
Knowledge Acquisition and Integration with Expert-in-the-loop
by: Rahman, Sajjadur, et al.
Published: (2024)
by: Rahman, Sajjadur, et al.
Published: (2024)
From "Fail Fast" to "Mature Safely:" Expert Perspectives as Secondary Stakeholders on Teen-Centered Social Media Risk Detection
by: Ma, Renkai, et al.
Published: (2026)
by: Ma, Renkai, et al.
Published: (2026)
Visual Story-Writing: Writing by Manipulating Visual Representations of Stories
by: Masson, Damien, et al.
Published: (2024)
by: Masson, Damien, et al.
Published: (2024)
Less or More: Towards Glanceable Explanations for LLM Recommendations Using Ultra-Small Devices
by: Wang, Xinru, et al.
Published: (2025)
by: Wang, Xinru, et al.
Published: (2025)
People Perceive More Phantom Costs From Autonomous Agents When They Make Unreasonably Generous Offers
by: Lebrun, Benjamin, et al.
Published: (2025)
by: Lebrun, Benjamin, et al.
Published: (2025)
JsStories: Improving Social Inclusion in Computer Science Education Through Interactive Stories
by: Ghailani, Inas Ghazouani, et al.
Published: (2025)
by: Ghailani, Inas Ghazouani, et al.
Published: (2025)
When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration
by: Shi, Quan, et al.
Published: (2025)
by: Shi, Quan, et al.
Published: (2025)
Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks
by: Szymanski, Annalisa, et al.
Published: (2024)
by: Szymanski, Annalisa, et al.
Published: (2024)
StoryComposerAI: Supporting Human-AI Story Co-Creation Through Decomposition and Linking
by: Niu, Shuo, et al.
Published: (2026)
by: Niu, Shuo, et al.
Published: (2026)
The Persuasion Paradox: When LLM Explanations Fail to Improve Human-AI Team Performance
by: Cohen, Ruth, et al.
Published: (2026)
by: Cohen, Ruth, et al.
Published: (2026)
StoryGrid: A Tangible Interface for Student Expression
by: Moher, Tom, et al.
Published: (2025)
by: Moher, Tom, et al.
Published: (2025)
Augmenting Expert Cognition in the Age of Generative AI: Insights from Document-Centric Knowledge Work
by: Siu, Alexa, et al.
Published: (2025)
by: Siu, Alexa, et al.
Published: (2025)
How to Evaluate the Accuracy of Online and AI-Based Symptom Checkers: A Standardized Methodological Framework
by: Kopka, Marvin, et al.
Published: (2025)
by: Kopka, Marvin, et al.
Published: (2025)
"I Like Your Story!": A Co-Creative Story-Crafting Game with a Persona-Driven Character Based on Generative AI
by: Fu, Jiaying, et al.
Published: (2025)
by: Fu, Jiaying, et al.
Published: (2025)
Composing Data Stories with Meta Relations
by: Li, Haotian, et al.
Published: (2025)
by: Li, Haotian, et al.
Published: (2025)
"Less is More": Reducing Cognitive Load and Task Drift in Real-Time Multimodal Assistive Agents for the Visually Impaired
by: Zhao, Yi, et al.
Published: (2025)
by: Zhao, Yi, et al.
Published: (2025)
Splitting User Stories Into Tasks with AI -- A Foe or an Ally?
by: Pavlič, Luka, et al.
Published: (2026)
by: Pavlič, Luka, et al.
Published: (2026)
An Optimized Framework for Processing Large-scale Polysomnographic Data Incorporating Expert Human Oversight
by: Holm, Benedikt, et al.
Published: (2024)
by: Holm, Benedikt, et al.
Published: (2024)
Improving External Communication of Automated Vehicles Using Bayesian Optimization
by: Colley, Mark, et al.
Published: (2025)
by: Colley, Mark, et al.
Published: (2025)
When Copilot Becomes Autopilot: Generative AI's Critical Risk to Knowledge Work and a Critical Solution
by: Sarkar, Advait, et al.
Published: (2024)
by: Sarkar, Advait, et al.
Published: (2024)
StoryExplorer: A Visualization Framework for Storyline Generation of Textual Narratives
by: Ye, Li, et al.
Published: (2024)
by: Ye, Li, et al.
Published: (2024)
HealthTale: A Patient-Centric Health Story Visualization Tool
by: Smith, Ryan, et al.
Published: (2026)
by: Smith, Ryan, et al.
Published: (2026)
The Observability Gap: Why Output-Level Human Feedback Fails for LLM Coding Agents
by: Wang, Yinghao, et al.
Published: (2026)
by: Wang, Yinghao, et al.
Published: (2026)
Who Fails Where? LLM and Human Error Patterns in Endometriosis Ultrasound Report Extraction
by: Li, Haiyi, et al.
Published: (2026)
by: Li, Haiyi, et al.
Published: (2026)
Understanding the Impact of Spatial Immersion in Web Data Stories
by: Kim, Seon Gyeom, et al.
Published: (2024)
by: Kim, Seon Gyeom, et al.
Published: (2024)
A Bayesian dynamic stopping method for evoked response brain-computer interfacing
by: Ahmadi, Sara, et al.
Published: (2024)
by: Ahmadi, Sara, et al.
Published: (2024)
FontCraft: Multimodal Font Design Using Interactive Bayesian Optimization
by: Tatsukawa, Yuki, et al.
Published: (2025)
by: Tatsukawa, Yuki, et al.
Published: (2025)
More Expert-like Eye Gaze Movement Patterns are Related to Better X-ray Reading
by: Yang, Pingjing, et al.
Published: (2025)
by: Yang, Pingjing, et al.
Published: (2025)
Similar Items
-
Robust Entropy Search for Safe Efficient Bayesian Optimization
by: Weichert, Dorina, et al.
Published: (2024) -
When Less Is More: A Sparse Facial Motion Structure For Listening Motion Learning
by: Nguyen, Tri Tung Nguyen, et al.
Published: (2025) -
When One Sensor Fails: Tolerating Dysfunction in Multi-Sensor Prototypes
by: Hens, Freek, et al.
Published: (2026) -
When Data Protection Fails to Protect: Law, Power, and Postcolonial Governance in Bangladesh
by: Saha, Pratyasha, et al.
Published: (2026) -
Thinking Less, Trusting More: GenAI's Impacts on Students' Cognitive Habits
by: Choudhuri, Rudrajit, et al.
Published: (2026)