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Prediction

Papers

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Showing 526–550 of 8760 papers

TitleStatusHype
Epistemic Uncertainty in Conformal Scores: A Unified ApproachCode0
Conformal Prediction Regions are Imprecise Highest Density Regions—0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
HyGEN: Regularizing Negative Hyperedge Generation for Accurate Hyperedge Prediction—0
LLMs for Drug-Drug Interaction Prediction: A Comprehensive Comparison—0
Rethinking Link Prediction for Directed GraphsCode0
Flow-based Conformal Prediction for Multi-dimensional Time Series—0
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction—0
Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language ModelsCode0
Self-supervised Conformal Prediction for Uncertainty Quantification in Imaging Problems—0
G2PDiffusion: Genotype-to-Phenotype Prediction with Diffusion Models—0
Conformal Prediction for Electricity Price Forecasting in the Day-Ahead and Real-Time Balancing Market—0
CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction—0
Prediction-Powered E-Values—0
Multivariate Conformal Prediction using Optimal Transport—0
OrderFusion: Encoding Orderbook for End-to-End Probabilistic Intraday Electricity Price Prediction—0
Parametric Scaling Law of Tuning Bias in Conformal PredictionCode0
Conditional Prediction by Simulation for Automated Driving—0
Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization—0
OpenSTARLab: Open Approach for Spatio-Temporal Agent Data Analysis in SoccerCode0
Machine Learning-Driven Student Performance Prediction for Enhancing Tiered Instruction—0
ReGNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction—0
Reasoning Bias of Next Token Prediction Training—0
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents—0
Rethinking Timesteps Samplers and Prediction Types—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