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Prediction

Papers

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Showing 4551–4600 of 8759 papers

TitleStatusHype
VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering—0
MatchMaker: A Deep Learning Framework for Drug Synergy PredictionCode1
Relative Position Prediction as Pre-training for Text Encoders—0
MPVNN: Mutated Pathway Visible Neural Network Architecture for Interpretable Prediction of Cancer-specific Survival RiskCode0
Modeling human-like morphological prediction—0
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
Improving Expert Predictions with Conformal PredictionCode1
Prediction of GPU Failures Under Deep Learning Workloads—0
Stock2Vec: An Embedding to Improve Predictive Models for Companies—0
Machine Learning for Stock Prediction Based on Fundamental Analysis—0
Neural Network based Inter bi-prediction Blending—0
Predicting Knee Osteoarthritis Progression from Structural MRI using Deep LearningCode0
Crystal structure prediction with machine learning-based element substitutionCode1
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
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial AttackCode0
Statistical prediction of extreme events from small datasetsCode0
Prediction of the electron density of states for crystalline compounds with Atomistic Line Graph Neural Networks (ALIGNN)—0
Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech—0
Building a Performance Model for Deep Learning Recommendation Model Training on GPUsCode1
Privacy-Aware Human Mobility Prediction via Adversarial Networks—0
On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges—0
Context-Aware Scene Prediction Network (CASPNet)—0
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health RecordsCode0
Continual Learning for CTR Prediction: A Hybrid Approach—0
High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing—0
On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections—0
SigGAN : Adversarial Model for Learning Signed Relationships in Networks—0
A Brief Survey of Machine Learning Methods for Emotion Prediction using Physiological Data—0
Phase Turbulence Prediction Method for Line-of-Sight Multiple-Input–Multiple-Output Links Caused by Atmospheric Environment—0
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining—0
Interpretable Proof Generation via Iterative Backward Reasoning—0
UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus—0
Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction—0
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods—0
Edge-based Tensor prediction via graph neural networks—0
A Comparative Study of the Performance for Predicting Biodegradability Classification: The Quantitative Structure–Activity Relationship Model vs the Graph Convolutional NetworkCode0
Prediction of Drug-Induced TdP Risks Using Machine Learning and Rabbit Ventricular Wedge Assay—0
Structure Enhanced Graph Neural Networks for Link Prediction—0
A Kernel-Expanded Stochastic Neural NetworkCode0
IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction—0
A Method for Controlling Extrapolation when Visualizing and Optimizing the Prediction Profiles of Statistical and Machine Learning Models—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