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| Online Graph Completion: Multivariate Signal Recovery in Computer Vision | Aug 12, 2020 | Active LearningCollaborative Filtering | —Unverified | 0 |
| Online Causal Inference for Advertising in Real-Time Bidding Auctions | Aug 22, 2019 | Causal InferenceExperimental Design | —Unverified | 0 |
| On Nesting Monte Carlo Estimators | Sep 18, 2017 | Experimental Design | —Unverified | 0 |
| On The Difficulty of Warm-Starting Neural Network Training | Sep 25, 2019 | Experimental Design | —Unverified | 0 |
| On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data | Feb 3, 2018 | Experimental Designregression | —Unverified | 0 |
| On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods | Jun 24, 2022 | Experimental DesignFraud Detection | —Unverified | 0 |
| On the importance of block randomisation when designing proteomics experiments | Jul 13, 2020 | BlockingExperimental Design | —Unverified | 0 |
| On the Optimality of Randomization in Experimental Design: How to Randomize for Minimax Variance and Design-Based Inference | May 6, 2020 | Experimental Design | —Unverified | 0 |
| On the Perception of Difficulty: Differences between Humans and AI | Apr 19, 2023 | Experimental Design | —Unverified | 0 |
| Differentiable Multi-Target Causal Bayesian Experimental Design | Feb 21, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 |
| Optimising Neural Fractional Differential Equations for Performance and Efficiency | Oct 20, 2024 | Experimental Design | CodeCode Available | 0 |
| Receding Horizon Curiosity | Oct 8, 2019 | Efficient ExplorationExperimental Design | CodeCode Available | 0 |
| An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives | Oct 25, 2023 | EthicsExperimental Design | CodeCode Available | 0 |
| Hypothesizing Missing Causal Variables with LLMs | Sep 4, 2024 | Experimental DesignNavigate | CodeCode Available | 0 |
| Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions | Mar 24, 2023 | Causal InferenceExperimental Design | CodeCode Available | 0 |
| DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design | Dec 7, 2023 | Experimental Design | CodeCode Available | 0 |
| Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection | Oct 13, 2022 | Experimental Designfeature selection | CodeCode Available | 0 |
| Sequential Experimental Design for X-Ray CT Using Deep Reinforcement Learning | Jul 12, 2023 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 0 |
| Bayesian Optimisation for Sequential Experimental Design with Applications in Additive Manufacturing | Jul 27, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations | May 3, 2019 | Bayesian InferenceBayesian Optimisation | CodeCode Available | 0 |
| Parameter identifiability and model selection for partial differential equation models of cell invasion | Sep 4, 2023 | Experimental DesignModel Selection | CodeCode Available | 0 |
| Bayesian Experimental Design via Contrastive Diffusions | Oct 15, 2024 | Experimental Design | CodeCode Available | 0 |
| PASOA- PArticle baSed Bayesian Optimal Adaptive design | Feb 11, 2024 | Experimental DesignStochastic Optimization | CodeCode Available | 0 |