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Experimental Design
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Optimal Design of Experiment for Electrochemical Parameter Identification of Li-ion Battery via Deep Reinforcement Learning
Experimental Design for Semiparametric Bandits
Optimal experiment design for practical parameter identifiability and model discrimination
Efficient Preference-Based Reinforcement Learning: Randomized Exploration Meets Experimental Design
Comment on The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
Generalization Analysis for Bayesian Optimal Experiment Design under Model Misspecification
ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reduction
Improved Regret Bounds for Linear Bandits with Heavy-Tailed Rewards
Probabilistic Factorial Experimental Design for Combinatorial Interventions
Exposing the Impact of GenAI for Cybercrime: An Investigation into the Dark Side
Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis
Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery
Behind the Noise: Conformal Quantile Regression Reveals Emergent Representations
A suite of LMs comprehend puzzle statements as well as humans
Constrained Online Decision-Making: A Unified Framework
Neurodivergent Influenceability as a Contingent Solution to the AI Alignment Problem
A CRISP approach to QSP: XAI enabling fit-for-purpose models
Decoding Open-Ended Information Seeking Goals from Eye Movements in Reading
Fusing Foveal Fixations Using Linear Retinal Transformations and Bayesian Experimental Design
Can LLMs Help Improve Analogical Reasoning For Strategic Decisions? Experimental Evidence from Humans and GPT-4
OmicsQ: A User-Friendly Platform for Interactive Quantitative Omics Data Analysis
Real-Time Optimal Design of Experiment for Parameter Identification of Li-Ion Cell Electrochemical Model
Effects of Price Regulations on Service Utilization and Public Insurance Costs: Evidence from Telehealth Parity Laws
Evaluating LLMs on Chinese Topic Constructions: A Research Proposal Inspired by Tian et al. (2024)
Gradient-Free Sequential Bayesian Experimental Design via Interacting Particle Systems
Using customized GPT to develop prompting proficiency in architectural AI-generated images
Dimension reduction for derivative-informed operator learning: An analysis of approximation errors
Resurrecting Socrates in the Age of AI: A Study Protocol for Evaluating a Socratic Tutor to Support Research Question Development in Higher Education
Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography
Multi-Variable Batch Bayesian Optimization in Materials Research: Synthetic Data Analysis of Noise Sensitivity and Problem Landscape Effects
Detecting Malicious AI Agents Through Simulated Interactions
A friendly introduction to triangular transport
Kernel Learning Assisted Synthesis Condition Exploration for Ternary Spinel
Extensions of regret-minimization algorithm for optimal design
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