| A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability | Feb 3, 2020 | BenchmarkingDiscrete Choice Models | CodeCode Available | 0 |
| Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions | Jan 31, 2020 | BenchmarkingClassification | CodeCode Available | 0 |
| Scalable Psychological Momentum Forecasting in Esports | Jan 30, 2020 | Benchmarking | —Unverified | 0 |
| NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search | Jan 28, 2020 | BenchmarkingNeural Architecture Search | CodeCode Available | 1 |
| Scalable and Customizable Benchmark Problems for Many-Objective Optimization | Jan 26, 2020 | BenchmarkingPosition | —Unverified | 0 |
| CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarking | Jan 22, 2020 | Benchmarkingobject-detection | CodeCode Available | 1 |
| Nmbr9 as a Constraint Programming Challenge | Jan 13, 2020 | BenchmarkingBoard Games | CodeCode Available | 0 |
| Exploiting Database Management Systems and Treewidth for Counting | Jan 13, 2020 | BenchmarkingManagement | —Unverified | 0 |
| Forecasting NIFTY 50 benchmark Index using Seasonal ARIMA time series models | Jan 9, 2020 | BenchmarkingTime Series | —Unverified | 0 |
| An Exploration of Embodied Visual Exploration | Jan 7, 2020 | Benchmarking | CodeCode Available | 1 |
| Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability | Jan 2, 2020 | BenchmarkingManagement | —Unverified | 0 |
| Long-Term Visitation Value for Deep Exploration in Sparse Reward Reinforcement Learning | Jan 1, 2020 | Benchmarkingreinforcement-learning | CodeCode Available | 0 |
| Characterizing Missing Information in Deep Networks Using Backpropagated Gradients | Jan 1, 2020 | Anomaly DetectionAttribute | —Unverified | 0 |
| New Loss Functions for Fast Maximum Inner Product Search | Jan 1, 2020 | BenchmarkingQuantization | —Unverified | 0 |
| Integration of Regularized l1 Tracking and Instance Segmentation for Video Object Tracking | Dec 30, 2019 | BenchmarkingInstance Segmentation | —Unverified | 0 |
| Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation | Dec 26, 2019 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates | Dec 26, 2019 | Benchmarking | —Unverified | 0 |
| Benchmarking Adversarial Robustness | Dec 26, 2019 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Hybrid Machine Learning Models of Classifying Residential Requests for Smart Dispatching | Dec 22, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning | Dec 21, 2019 | BenchmarkingPrediction | —Unverified | 0 |
| Benchmarking Discrete Optimization Heuristics with IOHprofiler | Dec 19, 2019 | Benchmarking | —Unverified | 0 |
| Benchmarking the Neural Linear Model for Regression | Dec 18, 2019 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| ABOUT ML: Annotation and Benchmarking on Understanding and Transparency of Machine Learning Lifecycles | Dec 12, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| OpenBioLink: A benchmarking framework for large-scale biomedical link prediction | Dec 10, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Transformed Subspace Clustering | Dec 10, 2019 | BenchmarkingClustering | —Unverified | 0 |
