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Prediction

Papers

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Showing 5051–5100 of 8759 papers

TitleStatusHype
Learning Representations of Entities and Relations—0
Error Scaling Laws for Kernel Classification under Source and Capacity Conditions—0
Spherical Convolution empowered FoV Prediction in 360-degree Video Multicast with Limited FoV FeedbackCode0
Stock2Vec: An Embedding to Improve Predictive Models for Companies—0
Prediction of GPU Failures Under Deep Learning Workloads—0
Neural Network based Inter bi-prediction Blending—0
Predicting Knee Osteoarthritis Progression from Structural MRI using Deep LearningCode0
Machine Learning for Stock Prediction Based on Fundamental Analysis—0
Proteome-scale Deployment of Protein Structure Prediction Workflows on the Summit Supercomputer—0
Link Prediction with Contextualized Self-Supervision—0
A hybrid deep learning approach for purchasing strategy of carbon emission rights -- Based on Shanghai pilot market—0
The Vehicle Trajectory Prediction Based on ResNet and EfficientNet Model—0
CVAE-H: Conditionalizing Variational Autoencoders via Hypernetworks and Trajectory Forecasting for Autonomous Driving—0
glassoformer: a query-sparse transformer for post-fault power grid voltage prediction—0
Deconfounding to Explanation Evaluation in Graph Neural Networks—0
Marginal Effects for Non-Linear Prediction Functions—0
Statistical prediction of extreme events from small datasetsCode0
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial AttackCode0
Prediction of the electron density of states for crystalline compounds with Atomistic Line Graph Neural Networks (ALIGNN)—0
Privacy-Aware Human Mobility Prediction via Adversarial Networks—0
Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech—0
On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges—0
High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing—0
Continual Learning for CTR Prediction: A Hybrid Approach—0
Context-Aware Scene Prediction Network (CASPNet)—0
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health RecordsCode0
A Brief Survey of Machine Learning Methods for Emotion Prediction using Physiological Data—0
On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections—0
SigGAN : Adversarial Model for Learning Signed Relationships in Networks—0
UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus—0
Phase Turbulence Prediction Method for Line-of-Sight Multiple-Input–Multiple-Output Links Caused by Atmospheric Environment—0
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods—0
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining—0
Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction—0
Interpretable Proof Generation via Iterative Backward Reasoning—0
Edge-based Tensor prediction via graph neural networks—0
A Kernel-Expanded Stochastic Neural NetworkCode0
IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction—0
A Comparative Study of the Performance for Predicting Biodegradability Classification: The Quantitative Structure–Activity Relationship Model vs the Graph Convolutional NetworkCode0
Structure Enhanced Graph Neural Networks for Link Prediction—0
Prediction of Drug-Induced TdP Risks Using Machine Learning and Rabbit Ventricular Wedge Assay—0
Flood Prediction and Analysis on the Relevance of Features using Explainable Artificial Intelligence—0
A Method for Controlling Extrapolation when Visualizing and Optimizing the Prediction Profiles of Statistical and Machine Learning Models—0
MDS-Net: A Multi-scale Depth Stratification Based Monocular 3D Object Detection Algorithm—0
Explaining Predictive Uncertainty by Looking Back at Model Explanations—0
Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity?—0
GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report]—0
Multiplayer Performative Prediction: Learning in Decision-Dependent Games—0
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model—0
COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty—0
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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