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Papers

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Showing 371–380 of 9424 papers

Title	Date	Tasks	Status	Hype
Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning	Oct 1, 2019	continuous-controlContinuous Control	CodeCode Available	1
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression	Jan 17, 2022	regression	CodeCode Available	1
Automated Essay Scoring Using Transformer Models	Oct 13, 2021	Automated Essay ScoringBIG-bench Machine Learning	CodeCode Available	1
Attention-based Joint Detection of Object and Semantic Part	Jul 5, 2020	Objectobject-detection	CodeCode Available	1
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models	Oct 16, 2021	DecoderLanguage Modelling	CodeCode Available	1
End-to-end symbolic regression with transformers	Apr 22, 2022	regressionSymbolic Regression	CodeCode Available	1
Adversarial Driving: Attacking End-to-End Autonomous Driving	Mar 16, 2021	Autonomous Drivingregression	CodeCode Available	1
Adversarial Examples in Deep Learning for Multivariate Time Series Regression	Sep 24, 2020	Adversarial AttackDeep Learning	CodeCode Available	1
Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting	Feb 17, 2022	Conformal PredictionPrediction Intervals	CodeCode Available	1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks	Aug 15, 2017	regression	CodeCode Available	1

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified