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Experimental Design

Papers

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Showing 451–500 of 688 papers

TitleStatusHype
Just How Toxic is Data Poisoning? A Benchmark for Backdoor and Data Poisoning Attacks—0
Near-Optimal Glimpse Sequences for Training Hard Attention Neural Networks—0
Predicting the impact of dataset composition on model performance—0
The wealth of nations and the health of populations: A quasi-experimental design of the impact of sovereign debt crises on child mortality—0
Refined bounds for randomized experimental design—0
Chernoff Sampling for Active Testing and Extension to Active Regression—0
Are Men Less Generous to a Smarter Woman? Evidence from a Dictator Game Experiment—0
The Fake News Effect: Experimentally Identifying Motivated Reasoning Using Trust in News—0
Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions—0
Sampling from a k-DPP without looking at all items—0
Sequential Bayesian Experimental Design with Variable Cost Structure—0
Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEs—0
Correct block-design experiments mitigate temporal correlation bias in EEG classificationCode1
Safe model-based design of experiments using Gaussian processes—0
Attention-Based Transformers for Instance Segmentation of Cells in MicrostructuresCode1
Multiclass Yeast Segmentation in Microstructured Environments with Deep LearningCode0
Policy design in experiments with unknown interference—0
Identifying Causal Effects in Experiments with Spillovers and Non-compliance—0
Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil ConfigurationsCode0
Influence of Event Duration on Automatic Wheeze Classification—0
Grammaticality and Language Modelling—0
Experimental Design for Regret Minimization in Linear Bandits—0
Experimental design for MRI by greedy policy searchCode1
A Local Search Framework for Experimental Design—0
An Evaluation Protocol for Generative Conversational Systems—0
With Little Power Comes Great ResponsibilityCode1
Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning—0
A primer on model-guided exploration of fitness landscapes for biological sequence design—0
Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning—0
Stochastic Revealed Preferences with Measurement Error—0
Comparison Lift: Bandit-based Experimentation System for Online Advertising—0
Automatic selection of basis-adaptive sparse polynomial chaos expansions for engineering applications—0
An adaptive random experiment design method for engineering experiment—0
Integrated Cutting and Packing Heterogeneous Precast Beams Multiperiod Production Planning Problem—0
A New Perspective on Pool-Based Active Classification and False-Discovery Control—0
Online Graph Completion: Multivariate Signal Recovery in Computer Vision—0
Optimal Bayesian experimental design for subsurface flow problems—0
Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction—0
Deep Local VolatilityCode1
Experimental Design for Bathymetry Editing—0
On the importance of block randomisation when designing proteomics experiments—0
Optimal Experimental Design for Uncertain Systems Based on Coupled Differential Equations—0
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean samplingCode0
Gamification of Pure Exploration for Linear Bandits—0
SyntaxGym: An Online Platform for Targeted Evaluation of Language Models—0
Recovery of Sparse Signals from a Mixture of Linear Samples—0
Show me the Way: Intrinsic Motivation from Demonstrations—0
Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty QuantificationCode1
An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits—0
CLAIMED: A CLAssification-Incorporated Minimum Energy Design to explore a multivariate response surface with feasibility constraints—0
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