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Prediction

Papers

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Showing 4501–4550 of 8759 papers

TitleStatusHype
Efficient and Differentiable Conformal Prediction with General Function ClassesCode0
An Implicit Trust-Network construction approach and a Recommendation Methodology for recommender systemsCode0
Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation—0
Embarrassingly Simple Performance Prediction for Abductive Natural Language InferenceCode0
Remaining Useful Life Prediction Using Temporal Deep Degradation Network for Complex Machinery with Attention-based Feature Extraction—0
Equivariant Graph Attention Networks for Molecular Property Prediction—0
Selective Credit Assignment—0
Contextual Semantic Embeddings for Ontology Subsumption PredictionCode2
GCNET: graph-based prediction of stock price movement using graph convolutional networkCode0
Accurate Prediction and Uncertainty Estimation using Decoupled Prediction Interval Networks—0
An end-to-end predict-then-optimize clustering method for intelligent assignment problems in express systems—0
Masked prediction tasks: a parameter identifiability view—0
Collective Variable for Metadynamics Derived from AlphaFold Output—0
AutoScore-Ordinal: An interpretable machine learning framework for generating scoring models for ordinal outcomesCode0
Self-Supervised Representation Learning via Latent Graph Prediction—0
DeepTx: Deep Learning Beamforming with Channel Prediction—0
The Adversarial Security Mitigations of mmWave Beamforming Prediction Models using Defensive Distillation and Adversarial Retraining—0
Conformal Prediction Sets with Limited False PositivesCode0
Extracting Label-specific Key Input Features for Neural Code Intelligence ModelsCode0
Novel prediction methods for virtual drug screening—0
Probabilistic Embeddings RevisitedCode1
Fine-Grained Population Mobility Data-Based Community-Level COVID-19 Prediction ModelCode0
Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction—0
SemiRetro: Semi-template framework boosts deep retrosynthesis prediction—0
Wind power ramp prediction algorithm based on wavelet deep belief network—0
STG-GAN: A spatiotemporal graph generative adversarial networks for short-term passenger flow prediction in urban rail transit systems—0
Transferable and Adaptable Driving Behavior Prediction—0
Case-based reasoning for rare events prediction on strategic sites—0
Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers—0
CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-AttentionCode1
DeepCENT: Prediction of Censored Event Time via Deep LearningCode1
Understanding the bias-variance tradeoff of Bregman divergences—0
Navigating to Objects in Unseen Environments by Distance Prediction—0
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest RadiographsCode0
A Unified Prediction Framework for Signal Maps—0
Conformal Prediction Under Feedback Covariate Shift for Biomolecular DesignCode1
Structured Time Series Prediction without Structural PriorCode1
Motion-Plane-Adaptive Inter Prediction in 360-Degree Video Coding—0
Measuring and Reducing Model Update Regression in Structured Prediction for NLP—0
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning—0
Machine Learning Models in Stock Market Prediction—0
SFMGNet: A Physics-based Neural Network To Predict Pedestrian TrajectoriesCode0
Triangle Graph Interest Network for Click-through Rate PredictionCode1
LEAPMood: Light and Efficient Architecture to Predict Mood with Genetic Algorithm driven Hyperparameter Tuning—0
Structured Prediction Problem ArchiveCode0
TransFollower: Long-Sequence Car-Following Trajectory Prediction through Transformer—0
Mapping DNN Embedding Manifolds for Network Generalization Prediction—0
Evaluating the extent to which homeostatic plasticity learns to compute prediction errors in unstructured neuronal networksCode0
Approximating Full Conformal Prediction at Scale via Influence FunctionsCode1
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link PredictionCode1
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All datasetsQM9Synthetic

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RELATIONFORMEREdit Distance9.15—Unverified
2ANY2GRAPHEdit Distance3.44—Unverified
3FGWBARY-ILE + FDEdit Distance2.84—Unverified
4ANY2GRAPH + FDEdit Distance2.13—Unverified
#ModelMetricClaimedVerifiedStatus
1CW-CNNRMSE1.15—Unverified
2CW-ATRMSE0.03—Unverified