#Bayesian Optimization

6개의 포스트

[논문리뷰] Efficient and Principled Scientific Discovery through Bayesian Optimization: A Tutorial

Zhenzhi Tan이 arXiv에 게시한 'Efficient and Principled Scientific Discovery through Bayesian Optimization: A Tutorial' 논문에 대한 자세한 리뷰입니다.

#Review #Bayesian Optimization #Scientific Discovery #Gaussian Process #Acquisition Function #Surrogate Model #Automated Experimentation #Sample Efficiency

2026년 4월 2일

[논문리뷰] OptiMer: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training

arXiv에 게시된 'OptiMer: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training' 논문에 대한 자세한 리뷰입니다.

#Review #Continual Pre-training #Model Merging #Distribution Vector #Bayesian Optimization #LLM Adaptation

2026년 3월 31일

[논문리뷰] AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing

Hongyu Lin이 arXiv에 게시한 'AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing' 논문에 대한 자세한 리뷰입니다.

#Review #Telemarketing #Large Language Models #Persuasive Dialogue #Reinforcement Learning #Bayesian Optimization #Dynamic Prompting #Dialogue Systems

2025년 11월 17일

[논문리뷰] Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

arXiv에 게시된 'Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs' 논문에 대한 자세한 리뷰입니다.

#Review #Multimodal AI #Prompt Optimization #MLLMs #Bayesian Optimization #Cross-modal Alignment #Prompt Engineering #Generative AI #Exploration-Exploitation

2025년 10월 13일

[논문리뷰] DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively

arXiv에 게시된 'DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively' 논문에 대한 자세한 리뷰입니다.

#Review #AI Scientist #Autonomous Scientific Discovery #Bayesian Optimization #LLM-based Agents #SOTA-Surpassing #Findings Memory #Exploration-Exploitation

2025년 10월 1일

[논문리뷰] MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation

Jonas Geiping이 arXiv에 게시한 'MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation' 논문에 대한 자세한 리뷰입니다.

#Review #Medical Image Segmentation #Model Merging #Training-Free #SAM #Generalization #Zero-Order Optimization #Bayesian Optimization

2025년 8월 20일