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Experimental Design

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Showing 351–400 of 688 papers

TitleStatusHype
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
Differential evolution variants for Searching D- and A-optimal designs—0
On Deep Learning in Password Guessing, a Survey—0
Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia—0
High dimensional stochastic linear contextual bandit with missing covariates—0
Stream-based active learning with linear models—0
Efficient Real-world Testing of Causal Decision Making via Bayesian Experimental Design for Contextual Optimisation—0
Bayesian Experimental Design for Computed Tomography with the Linearised Deep Image PriorCode0
Active Exploration via Experiment Design in Markov Chains—0
Design and control analysis of a deployable clustered hyperbolic paraboloid cable net—0
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods—0
Active Learning with Safety Constraints—0
Modeling the Machine Learning Multiverse—0
On the Performance of the Neyman Allocation with Small Pilots—0
A Two-Ball Ellsberg Paradox: An Experiment—0
Inference for Matched Tuples and Fully Blocked Factorial Designs—0
Holistic Evaluation of Automatic TimeML Annotators—0
The Measuring Hate Speech Corpus: Leveraging Rasch Measurement Theory for Data Perspectivism—0
Targeted Adaptive Design—0
Characterizing the robustness of Bayesian adaptive experimental designs to active learning biasCode0
The Effect of Task Ordering in Continual Learning—0
Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces—0
Robust Expected Information Gain for Optimal Bayesian Experimental Design Using Ambiguity Sets—0
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein EvolutionCode0
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract SettingCode0
Experimental Design for Causal Effect Identification—0
Heterogeneous Treatment Effects for Networks, Panels, and other Outcome MatricesCode0
Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa—0
Statistical applications of contrastive learning—0
Improving generalization of machine learning-identified biomarkers with causal modeling: an investigation into immune receptor diagnosticsCode0
Sources of Irreproducibility in Machine Learning: A Review—0
Online greedy identification of linear dynamical systemsCode0
An Optimal Experimental Design Approach for Light Configurations in Photometric Stereo—0
A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation—0
Discovering and forecasting extreme events via active learning in neural operators—0
Using genome-wide expression compendia to study microorganisms—0
Approximations for Optimal Experimental Design in Power System Parameter Estimation—0
Towards Formalizing HRI Data Collection Processes—0
Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental DesignCode0
Data Representativity for Machine Learning and AI Systems—0
Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models—0
Smart Tracking Tray System for A Smart and Sustainable Wet Lab Community—0
Ghost projection. II. Beam shaping using realistic spatially-random masks—0
Counterfactual inference for sequential experiments—0
Sequential Bayesian experimental designs via reinforcement learning—0
A hypothesis-driven method based on machine learning for neuroimaging data analysis—0
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery—0
An Experimental Design Approach for Regret Minimization in Logistic Bandits—0
Using Machine Learning to Test Causal Hypotheses in Conjoint AnalysisCode0
Yeast cell segmentation in microstructured environments with deep learningCode0
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