| Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks | Oct 9, 2019 | Active LearningBayesian Optimisation | —Unverified | 0 |
| Receding Horizon Curiosity | Oct 8, 2019 | Efficient ExplorationExperimental Design | CodeCode Available | 0 |
| On The Difficulty of Warm-Starting Neural Network Training | Sep 25, 2019 | Experimental Design | —Unverified | 0 |
| DECoVaC: Design of Experiments with Controlled Variability Components | Sep 21, 2019 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design | Sep 10, 2019 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Lexical Quantile-Based Text Complexity Measure | Sep 1, 2019 | ArticlesExperimental Design | —Unverified | 0 |
| (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas | Aug 31, 2019 | DiversityExperimental Design | CodeCode Available | 0 |
| Online Causal Inference for Advertising in Real-Time Bidding Auctions | Aug 22, 2019 | Causal InferenceExperimental Design | —Unverified | 0 |
| Sequential Computer Experimental Design for Estimating an Extreme Probability or Quantile | Aug 14, 2019 | Experimental Design | —Unverified | 0 |
| Attention is not not Explanation | Aug 13, 2019 | Decision MakingDiagnostic | CodeCode Available | 3 |
| Accelerating Experimental Design by Incorporating Experimenter Hunches | Jul 22, 2019 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples | Jul 17, 2019 | Active LearningExperimental Design | —Unverified | 0 |
| A multifactorial evaluation framework for gene regulatory network reconstruction | Jun 28, 2019 | Experimental DesignManagement | —Unverified | 0 |
| Gift Contagion in Online Groups: Evidence From Virtual Red Packets | Jun 24, 2019 | Experimental DesignMarketing | —Unverified | 0 |
| Sequential Experimental Design for Transductive Linear Bandits | Jun 20, 2019 | Drug DiscoveryExperimental Design | CodeCode Available | 0 |
| Principled Frameworks for Evaluating Ethics in NLP Systems | Jun 14, 2019 | EthicsExperimental Design | —Unverified | 0 |
| Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training | Jun 13, 2019 | Experimental DesignGeneral Classification | —Unverified | 0 |
| A Bayesian Model of Dose-Response for Cancer Drug Studies | Jun 10, 2019 | DenoisingDrug Discovery | CodeCode Available | 1 |
| Bayesian experimental design using regularized determinantal point processes | Jun 10, 2019 | Experimental DesignPoint Processes | CodeCode Available | 0 |
| Estimating and Inferring the Maximum Degree of Stimulus-Locked Time-Varying Brain Connectivity Networks | May 28, 2019 | Experimental Design | —Unverified | 0 |
| Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations | May 3, 2019 | Bayesian InferenceBayesian Optimisation | CodeCode Available | 0 |
| Submodular Maximization Beyond Non-negativity: Guarantees, Fast Algorithms, and Applications | Apr 19, 2019 | Experimental Design | CodeCode Available | 0 |
| Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design | Apr 17, 2019 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Data-Driven Design for Fourier Ptychographic Microscopy | Apr 8, 2019 | Experimental DesignRetrieval | —Unverified | 0 |
| Assessment of Faster R-CNN in Man-Machine collaborative search | Apr 4, 2019 | Deep LearningExperimental Design | —Unverified | 0 |
