| Streaming Algorithms for Diversity Maximization with Fairness Constraints | Jul 30, 2022 | AttributeData Summarization | CodeCode Available | 0 |
| Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data | Jul 11, 2022 | Data SummarizationDecoder | CodeCode Available | 0 |
| Group Equality in Adaptive Submodular Maximization | Jul 7, 2022 | Data SummarizationFairness | CodeCode Available | 0 |
| Guided Exploration of Data Summaries | May 27, 2022 | Data SummarizationDeep Reinforcement Learning | —Unverified | 0 |
| Submodlib: A Submodular Optimization Library | Feb 22, 2022 | Data SummarizationDiversity | CodeCode Available | 1 |
| Operations for Autonomous Spacecraft | Nov 22, 2021 | Data SummarizationScheduling | —Unverified | 0 |
| NNK-Means: Data summarization using dictionary learning with non-negative kernel regression | Oct 15, 2021 | Data SummarizationDictionary Learning | —Unverified | 0 |
| Towards General Robustness to Bad Training Data | Sep 29, 2021 | Data Summarization | —Unverified | 0 |
| Data Summarization via Bilevel Optimization | Sep 26, 2021 | Active LearningBilevel Optimization | —Unverified | 0 |
| A Unified Framework for Task-Driven Data Quality Management | Jun 10, 2021 | Data SummarizationData Valuation | —Unverified | 0 |
| Adaptive Sampling for Fast Constrained Maximization of Submodular Function | Feb 12, 2021 | Data Summarization | —Unverified | 0 |
| Synthetic Dataset Generation of Driver Telematics | Jan 30, 2021 | Dataset GenerationData Summarization | CodeCode Available | 0 |
| Sequential estimation of Spearman rank correlation using Hermite series estimators | Dec 11, 2020 | ClusteringData Summarization | CodeCode Available | 1 |
| Introduction to Core-sets: an Updated Survey | Nov 18, 2020 | ClusteringData Summarization | —Unverified | 0 |
| Very Fast Streaming Submodular Function Maximization | Oct 20, 2020 | AstronomyData Summarization | CodeCode Available | 1 |
| Semi-supervised Batch Active Learning via Bilevel Optimization | Oct 19, 2020 | Active LearningBilevel Optimization | CodeCode Available | 1 |
| Deep Submodular Networks for Extractive Data Summarization | Oct 16, 2020 | Data SummarizationDiversity | —Unverified | 0 |
| Fair and Representative Subset Selection from Data Streams | Oct 9, 2020 | Data SummarizationFairness | CodeCode Available | 0 |
| A Principled Approach to Data Valuation for Federated Learning | Sep 14, 2020 | Data SummarizationData Valuation | —Unverified | 0 |
| β-Cores: Robust Large-Scale Bayesian Data Summarization in the Presence of Outliers | Aug 31, 2020 | Bayesian InferenceData Summarization | CodeCode Available | 0 |
| Fast and Private Submodular and k-Submodular Functions Maximization with Matroid Constraints | Jun 28, 2020 | Data Summarization | —Unverified | 0 |
| Understanding collections of related datasets using dependent MMD coresets | Jun 24, 2020 | Data Summarization | CodeCode Available | 0 |
| Flexible Dataset Distillation: Learn Labels Instead of Images | Jun 15, 2020 | Dataset DistillationData Summarization | CodeCode Available | 1 |
| Deuteros 2.0: Peptide-level significance testing of data from hydrogen deuterium exchange mass spectrometry | May 17, 2020 | AttributeData Summarization | CodeCode Available | 0 |
| Non-Adaptive Adaptive Sampling on Turnstile Streams | Apr 23, 2020 | ClusteringData Summarization | —Unverified | 0 |
