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Experimental Design

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Showing 201–250 of 688 papers

TitleStatusHype
Practical Path-based Bayesian Optimization—0
Natural Language Processing Through Transfer Learning: A Case Study on Sentiment Analysis—0
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in MedicineCode5
Causal Message Passing for Experiments with Unknown and General Network Interference—0
An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed BanditsCode0
Supervised domain adaptation for building extraction from off-nadir aerial images—0
Batch Bayesian Optimization for Replicable Experimental Design—0
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits—0
Artificial Intelligence for reverse engineering: application to detergents using Raman spectroscopy—0
ExPT: Synthetic Pretraining for Few-Shot Experimental DesignCode1
Worst-Case Optimal Multi-Armed Gaussian Best Arm Identification with a Fixed Budget—0
Sustainable Concrete via Bayesian OptimizationCode1
An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical PerspectivesCode0
Causal machine learning for single-cell genomics—0
Bayesian Active Learning in the Presence of Nuisance Parameters—0
Studying the Effects of Sex-related Differences on Brain Age Prediction using brain MR Imaging—0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints—0
Consistency of some sequential experimental design strategies for excursion set estimation based on vector-valued Gaussian processes—0
Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods—0
Inferring InferenceCode0
Gradient and Uncertainty Enhanced Sequential Sampling for Global FitCode0
Human-in-the-Loop Causal Discovery under Latent Confounding using Ancestral GFlowNets—0
Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature IntegrationCode0
GPT-Lab: Next Generation Of Optimal Chemistry Discovery By GPT Driven Robotic Lab—0
The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detectionCode0
Identifying Bayesian Optimal Experiments for Uncertain Biochemical Pathway Models—0
Physics-Informed Polynomial Chaos Expansions—0
Parameter identifiability and model selection for partial differential equation models of cell invasionCode0
Imaging structurally dynamic ribosomes with cryogenic electron microscopy—0
On Active Learning for Gaussian Process-based Global Sensitivity Analysis—0
Human Comprehensible Active Learning of Genome-Scale Metabolic Networks—0
On Estimating the Gradient of the Expected Information Gain in Bayesian Experimental DesignCode0
Econometrics Modelling Approach to Examine the Effect of STEM Policy Changes on Asian Students Enrollment Decision in USA—0
A Practical Recipe for Federated Learning Under Statistical Heterogeneity Experimental DesignCode1
Amortised Experimental Design and Parameter Estimation for User Models of Pointing—0
Amortised Design Optimization for Item Response Theory—0
regulAS: A Bioinformatics Tool for the Integrative Analysis of Alternative Splicing Regulome using RNA-Seq dataCode0
Sequential Experimental Design for X-Ray CT Using Deep Reinforcement LearningCode0
Scalable method for Bayesian experimental design without integrating over posterior distributionCode0
Stochastic Gradient Bayesian Optimal Experimental Designs for Simulation-based Inference—0
Deep Bayesian Experimental Design for Quantum Many-Body SystemsCode0
CeBed: A Benchmark for Deep Data-Driven OFDM Channel EstimationCode1
Variational Sequential Optimal Experimental Design using Reinforcement Learning—0
Task-specific experimental design for treatment effect estimation—0
Intervention Generalization: A View from Factor Graph Models—0
Machine learning enabled experimental design and parameter estimation for ultrafast spin dynamics—0
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models—0
Real-Time Variational Method for Learning Neural Trajectory and its Dynamics—0
Attacking Perceptual Similarity Metrics—0
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