| Improved Modeling of Complex Systems Using Hybrid Physics/Machine Learning/Stochastic Models | Jan 1, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Improved Recognition and Normalisation of Polish Temporal Expressions | Sep 1, 2017 | BIG-bench Machine LearningQuestion Answering | —Unverified | 0 |
| Improved Subsampled Randomized Hadamard Transform for Linear SVM | Feb 5, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Improved Twitter Sentiment Analysis Using Naive Bayes and Custom Language Model | Nov 10, 2017 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| Improved Weighted Random Forest for Classification Problems | Sep 1, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Improve Learning from Crowds via Generative Augmentation | Jul 22, 2021 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Improvement of Resting-state EEG Analysis Process with Spectrum Weight-Voting based on LES | Jan 17, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Improvements to Gradient Descent Methods for Quantum Tensor Network Machine Learning | Mar 3, 2022 | BIG-bench Machine LearningTensor Networks | —Unverified | 0 |
| Improve SAT-solving with Machine Learning | Oct 30, 2017 | BIG-bench Machine LearningMulti-Stage Campaigning Optimization | —Unverified | 0 |
| Identifying the root cause of cable network problems with machine learning | Mar 9, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Improving Classification of Twitter Behavior During Hurricane Events | Jul 1, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Improving Decision Analytics with Deep Learning: The Case of Financial Disclosures | Aug 9, 2015 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Improving Deep Image Clustering With Spatial Transformer Layers | Feb 9, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Improving Deep Learning through Automatic Programming | Jul 8, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Improving Deep Reinforcement Learning in Minecraft with Action Advice | Aug 2, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Improving DGA-Based Malicious Domain Classifiers for Malware Defense with Adversarial Machine Learning | Jan 2, 2021 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Improving Emergency Department ESI Acuity Assignment Using Machine Learning and Clinical Natural Language Processing | Mar 29, 2020 | BIG-bench Machine LearningDecompensation | —Unverified | 0 |
| Improving epidemic testing and containment strategies using machine learning | Nov 23, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Improving fairness in machine learning systems: What do industry practitioners need? | Dec 13, 2018 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Improving generalisation of AutoML systems with dynamic fitness evaluations | Jan 23, 2020 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Improving Generalizability of Protein Sequence Models via Data Augmentations | Jan 1, 2021 | BIG-bench Machine LearningContrastive Learning | —Unverified | 0 |
| Improving Heart Rate Variability Measurements from Consumer Smartwatches with Machine Learning | Jul 17, 2019 | BIG-bench Machine LearningHeart Rate Variability | —Unverified | 0 |
| Improving homograph disambiguation with supervised machine learning | May 1, 2018 | BIG-bench Machine LearningSpeech Synthesis | —Unverified | 0 |
| Improving Human Sequential Decision-Making with Reinforcement Learning | Aug 19, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Improving Inference Lifetime of Neuromorphic Systems via Intelligent Synapse Mapping | Jun 16, 2021 | BIG-bench Machine LearningPhilosophy | —Unverified | 0 |
| Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time | Mar 20, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Improving Semiconductor Device Modeling for Electronic Design Automation by Machine Learning Techniques | May 25, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Improving Multi-Word Entity Recognition for Biomedical Texts | Aug 15, 2019 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| Improving Naive Bayes for Regression with Optimised Artificial Surrogate Data | Jul 16, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions | Dec 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Improving Orbit Prediction Accuracy through Supervised Machine Learning | Jan 15, 2018 | BIG-bench Machine LearningCollision Avoidance | —Unverified | 0 |
| Improving Outbreak Detection with Stacking of Statistical Surveillance Methods | Jul 17, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Improving P300 Speller performance by means of optimization and machine learning | Jul 13, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Improving Protein Gamma-Turn Prediction Using Inception Capsule Networks | Jun 11, 2018 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Improving Quality Assessment of Online Reviews UsingFormal Argumentation Theory and Knowledge Graphs | Sep 13, 2021 | BIG-bench Machine LearningKnowledge Graphs | —Unverified | 0 |
| Improving Regression-based Event Study Analysis Using a Topological Machine-learning Method | May 16, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program) | Mar 27, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Improving Reverberant Speech Training Using Diffuse Acoustic Simulation | Jul 9, 2019 | BIG-bench Machine LearningKeyword Spotting | —Unverified | 0 |
| Improving Students Performance in Small-Scale Online Courses -- A Machine Learning-Based Intervention | Nov 23, 2020 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Improving Text Relationship Modeling with Artificial Data | Oct 27, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Improving the Learnability of Machine Learning APIs by Semi-Automated API Wrapping | Mar 29, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Improving the Morphological Analysis of Classical Sanskrit | Dec 1, 2016 | BIG-bench Machine LearningLemmatization | —Unverified | 0 |
| Improving type information inferred by decompilers with supervised machine learning | Jan 19, 2021 | BIG-bench Machine LearningVocal Bursts Type Prediction | —Unverified | 0 |
| Imputation of missing sub-hourly precipitation data in a large sensor network: a machine learning approach | Mar 30, 2020 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| A Supervised Machine Learning Model For Imputing Missing Boarding Stops In Smart Card Data | Mar 10, 2020 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| Incentives for Federated Learning: a Hypothesis Elicitation Approach | Jul 21, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Incidental Supervision: Moving beyond Supervised Learning | May 25, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Incorporating Machine Learning to Evaluate Solutions to the University Course Timetabling Problem | Oct 2, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Increasing a microscope's effective field of view via overlapped imaging and machine learning | Oct 10, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Increasing the Cost of Model Extraction with Calibrated Proof of Work | Jan 23, 2022 | BIG-bench Machine LearningModel extraction | —Unverified | 0 |