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Prediction

Papers

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Showing 451–500 of 8760 papers

TitleStatusHype
Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management—0
The Art of Beating the Odds with Predictor-Guided Random Design Space ExplorationCode0
Patient Trajectory Prediction: Integrating Clinical Notes with TransformersCode0
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models—0
A Deep-Unfolding Approach to RIS Phase Shift Optimization Via Transformer-Based Channel Prediction—0
Multi-Year-to-Decadal Temperature Prediction using a Machine Learning Model-Analog Framework—0
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMsCode0
SUSTeR: Sparse Unstructured Spatio Temporal Reconstruction on Traffic PredictionCode0
Large Language Models are Powerful Electronic Health Record EncodersCode0
Distributionally Robust Active Learning for Gaussian Process Regression—0
Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage—0
AUKT: Adaptive Uncertainty-Guided Knowledge Transfer with Conformal Prediction—0
Co-MTP: A Cooperative Trajectory Prediction Framework with Multi-Temporal Fusion for Autonomous DrivingCode1
Sequence-level Large Language Model Training with Contrastive Preference Optimization—0
Volume Optimality in Conformal Prediction with Structured Prediction Sets—0
Co-evolution-based Metal-binding Residue Prediction with Graph Neural NetworksCode0
Binary Outcome Models with Extreme Covariates: Estimation and Prediction—0
DUPRE: Data Utility Prediction for Efficient Data ValuationCode0
Explaining the Success of Nearest Neighbor Methods in Prediction—0
Human Motion Prediction, Reconstruction, and Generation—0
Med-gte-hybrid: A contextual embedding transformer model for extracting actionable information from clinical texts—0
Drug-Target Interaction/Affinity Prediction: Deep Learning Models and Advances Review—0
Utilizing AI and Machine Learning for Predictive Analysis of Post-Treatment Cancer Recurrence—0
Challenges of Multi-Modal Coreset Selection for Depth PredictionCode0
Joint Registration and Conformal Prediction for Partially Observed Functional Data—0
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory PredictionCode0
Sparse Activations as Conformal PredictorsCode0
Prediction-Powered Adaptive Shrinkage EstimationCode0
Optimizing Gene-Based Testing for Antibiotic Resistance Prediction—0
Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning—0
Appeal prediction for AI up-scaled ImagesCode0
Learning to Discover Regulatory Elements for Gene Expression Prediction—0
Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global PerturbationsCode0
Empirical Study of Dynamic Regret in Online Model Predictive Control for Linear Time-Varying SystemsCode0
Electron flow matching for generative reaction mechanism prediction obeying conservation lawsCode2
Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts—0
Conformal Prediction as Bayesian Quadrature—0
Evaluating link prediction: New perspectives and recommendations—0
Mind the Gap: Aligning the Brain with Language Models Requires a Nonlinear and Multimodal Approach—0
Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification—0
Prediction of Clinical Complication Onset using Neural Point Processes—0
Invisible Walls in Cities: Leveraging Large Language Models to Predict Urban Segregation Experience with Social Media Content—0
Feature Engineering Approach to Building Load Prediction: A Case Study for Commercial Building Chiller Plant Optimization in Tropical Weather—0
Locally-Deployed Chain-of-Thought (CoT) Reasoning Model in Chemical Engineering: Starting from 30 Experimental Data—0
Healthcare cost prediction for heterogeneous patient profiles using deep learning models with administrative claims data—0
Predicting Next-Day Wildfire Spread with Time Series and Attention—0
Knowledge-aware contrastive heterogeneous molecular graph learning—0
Demographic Attributes Prediction from Speech Using WavLM Embeddings—0
Masked Latent Prediction and Classification for Self-Supervised Audio Representation LearningCode1
Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction—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