SOTAVerified

tabular-regression

Papers

Showing 119 of 19 papers

TitleStatusHype
Decoding-based RegressionCode3
SRSD: Rethinking Datasets of Symbolic Regression for Scientific DiscoveryCode1
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific DiscoveryCode1
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression TreesCode1
Shap-Select: Lightweight Feature Selection Using SHAP Values and RegressionCode1
A Framework and Benchmark for Deep Batch Active Learning for RegressionCode1
Probabilistic Calibration by Design for Neural Network RegressionCode1
Revisiting Deep Learning Models for Tabular DataCode1
Wild-Tab: A Benchmark For Out-Of-Distribution Generalization In Tabular Regression0
Learning Interpretable Differentiable Logic Networks for Tabular Regression0
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing0
Rényi Neural Processes0
Variational Boosted Soft Trees0
Improving Neural Additive Models with Bayesian PrinciplesCode0
Constructing Confidence Intervals for 'the' Generalization Error -- a Comprehensive Benchmark StudyCode0
Synthetic-Powered Predictive InferenceCode0
Transformers with Stochastic Competition for Tabular Data ModellingCode0
APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-TuningCode0
MSBoost: Using Model Selection with Multiple Base Estimators for Gradient BoostingCode0
Show:102550

No leaderboard results yet.