| Dataset Distillation via Adversarial Prediction Matching | Dec 14, 2023 | Dataset DistillationGPU | CodeCode Available | 0 |
| Improved Point Transformation Methods For Self-Supervised Depth Prediction | Feb 18, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| What is to be gained by ensemble models in analysis of spectroscopic data? | Apr 2, 2024 | Predictionregression | CodeCode Available | 0 |
| A Structured Prediction Approach for Label Ranking | Jul 6, 2018 | Predictionregression | CodeCode Available | 0 |
| Efficient and Differentiable Conformal Prediction with General Function Classes | Feb 22, 2022 | Conformal Predictionimage-classification | CodeCode Available | 0 |
| Improved proteasomal cleavage prediction with positive-unlabeled learning | Sep 14, 2022 | Prediction | CodeCode Available | 0 |
| Efficiency Evaluation of Character-level RNN Training Schedules | May 9, 2016 | Prediction | CodeCode Available | 0 |
| Simultaneous Prediction Intervals for Patient-Specific Survival Curves | Jun 25, 2019 | DescriptivePrediction | CodeCode Available | 0 |
| User Intent Prediction in Information-seeking Conversations | Jan 11, 2019 | Conversational SearchFeature Engineering | CodeCode Available | 0 |
| Data Matters: The Case of Predicting Mobile Cellular Traffic | Oct 21, 2024 | PredictionTime Series | CodeCode Available | 0 |
| Certification for Differentially Private Prediction in Gradient-Based Training | Jun 19, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| How Safe Am I Given What I See? Calibrated Prediction of Safety Chances for Image-Controlled Autonomy | Aug 23, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
| How Neural Processes Improve Graph Link Prediction | Sep 30, 2021 | Inductive LearningInductive Link Prediction | CodeCode Available | 0 |
| Provably Robust Conformal Prediction with Improved Efficiency | Apr 30, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Neural Multigrid Memory For Computational Fluid Dynamics | Jun 21, 2023 | Computational EfficiencyPrediction | CodeCode Available | 0 |
| Certifiably Byzantine-Robust Federated Conformal Prediction | Jun 4, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features | Mar 5, 2019 | ImputationMissing Values | CodeCode Available | 0 |
| PROXI: Challenging the GNNs for Link Prediction | Oct 2, 2024 | AttributeGraph Representation Learning | CodeCode Available | 0 |
| Certainty Volume Prediction for Unsupervised Domain Adaptation | Nov 3, 2021 | Domain AdaptationPrediction | CodeCode Available | 0 |
| PRUNE: Preserving Proximity and Global Ranking for Network Embedding | Dec 1, 2017 | Community DetectionGeneral Classification | CodeCode Available | 0 |
| Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images | May 26, 2022 | PredictionSurvival Prediction | CodeCode Available | 0 |
| Data embedding and prediction by sparse tropical matrix factorization | Dec 9, 2020 | Prediction | CodeCode Available | 0 |
| Neural Networks for Latent Budget Analysis of Compositional Data | Sep 10, 2021 | PredictionSpecificity | CodeCode Available | 0 |
| Neural networks for stock price prediction | May 29, 2018 | Predictionregression | CodeCode Available | 0 |
| Cellular Traffic Prediction via Byzantine-robust Asynchronous Federated Learning | May 25, 2025 | Federated LearningPrediction | CodeCode Available | 0 |
