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Experimental Design

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Showing 51–100 of 688 papers

TitleStatusHype
Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative LearningCode1
Experimental design for MRI by greedy policy searchCode1
CeBed: A Benchmark for Deep Data-Driven OFDM Channel EstimationCode1
A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection areaCode1
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental DesignCode1
A Bayesian Model of Dose-Response for Cancer Drug StudiesCode1
Autonomous Microscopy Experiments through Large Language Model AgentsCode1
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative StudyCode1
A friendly introduction to triangular transportCode1
An Experimental Design Perspective on Model-Based Reinforcement LearningCode1
Deeper Learning By Doing: Integrating Hands-On Research Projects Into a Machine Learning CourseCode1
Deep Adaptive Design: Amortizing Sequential Bayesian Experimental DesignCode1
Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual InformationCode1
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media ForensicsCode1
Comparing Well and Geophysical Data for Temperature Monitoring Within a Bayesian Experimental Design FrameworkCode1
ExPT: Synthetic Pretraining for Few-Shot Experimental DesignCode1
VICE: Variational Interpretable Concept EmbeddingsCode1
Learning High-Dimensional Parametric Maps via Reduced Basis Adaptive Residual NetworksCode1
Analysis and Optimization of Seismic Monitoring Networks with Bayesian Optimal Experiment Design—0
An adaptive random experiment design method for engineering experiment—0
Importance sampling based active learning for parametric seismic fragility curve estimation—0
An adaptive approach to Bayesian Optimization with switching costs—0
A multifactorial evaluation framework for gene regulatory network reconstruction—0
Adaptive Experimentation When You Can't Experiment—0
Supervised domain adaptation for building extraction from off-nadir aerial images—0
Multicell experiments for marginal treatment effect estimation of digital ads—0
Amortized Safe Active Learning for Real-Time Data Acquisition: Pretrained Neural Policies from Simulated Nonparametric Functions—0
Efficient Adaptive Experimental Design for Average Treatment Effect Estimation—0
Adaptive Experimental Design and Counterfactual Inference—0
Amortised Experimental Design and Parameter Estimation for User Models of Pointing—0
Accurate, Data-Efficient Learning from Noisy, Choice-Based Labels for Inherent Risk Scoring—0
A Bandit Approach to Sequential Experimental Design with False Discovery Control—0
A Two-Ball Ellsberg Paradox: An Experiment—0
Amortised Design Optimization for Item Response Theory—0
A modeling approach to design a software sensor and analyze agronomical features - Application to sap flow and grape quality relationship—0
A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers—0
Active Learning with Safety Constraints—0
Accelerating Experimental Design by Incorporating Experimenter Hunches—0
DECoVaC: Design of Experiments with Controlled Variability Components—0
SciOps: Achieving Productivity and Reliability in Data-Intensive Research—0
ALPINE: Active Link Prediction using Network Embedding—0
Active learning of neural response functions with Gaussian processes—0
Are Expressions for Music Emotions the Same Across Cultures?—0
AlphaFolding: 4D Diffusion for Dynamic Protein Structure Prediction with Reference and Motion Guidance—0
A primer on model-guided exploration of fitness landscapes for biological sequence design—0
A Local Search Framework for Experimental Design—0
Active learning of digenic functions with boolean matrix logic programming—0
A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation—0
A Reproduction Study of an Annotation-based Human Evaluation of MT Outputs—0
Attacking Perceptual Similarity Metrics—0
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