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regression

Papers

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Showing 7201–7250 of 9424 papers

TitleStatusHype
Improved Generalization Bounds for Adversarially Robust Learning—0
XBART: Accelerated Bayesian Additive Regression Trees—0
Correcting the bias in least squares regression with volume-rescaled sampling—0
Agnostic Sample Compression Schemes for Regression—0
Semi-supervised Text Regression with Conditional Generative Adversarial Networks—0
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data—0
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora—0
Quality Estimation with Force-Decoded Attention and Cross-lingual Embeddings—0
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation—0
EmoNLP at IEST 2018: An Ensemble of Deep Learning Models and Gradient Boosting Regression Tree for Implicit Emotion Prediction in Tweets—0
UZH@SMM4H: System Descriptions—0
Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse EffectsCode1
ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection—0
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning—0
Learning multiview embeddings for assessing dementia—0
Detecting Satire in the News with Machine Learning—0
Neural Regression Trees—0
Nth Absolute Root Mean Error—0
Distributed linear regression by averagingCode0
ChoiceNet: Robust Learning by Revealing Output Correlations—0
MERCI: A NEW METRIC TO EVALUATE THE CORRELATION BETWEEN PREDICTIVE UNCERTAINTY AND TRUE ERROR—0
Neural Regression Tree—0
Deep Neural Networks for Estimation and InferenceCode0
Generalization Properties of hyper-RKHS and its Applications—0
Matrix Linear Discriminant Analysis—0
Is Ordered Weighted _1 Regularized Regression Robust to Adversarial Perturbation? A Case Study on OSCAR—0
MobileFace: 3D Face Reconstruction with Efficient CNN RegressionCode0
Bounding Box Regression with Uncertainty for Accurate Object DetectionCode1
Compressed Sensing with Adversarial Sparse Noise via L1 Regression—0
A Coupled Evolutionary Network for Age Estimation—0
Interpretable Reinforcement Learning with Ensemble Methods—0
Noise Statistics Oblivious GARD For Robust Regression With Sparse Outliers—0
Improving Subseasonal Forecasting in the Western U.S. with Machine LearningCode0
A Generalized Representer Theorem for Hilbert Space - Valued Functions—0
Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical RectificationCode0
Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression—0
Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition—0
A convex formulation for high-dimensional sparse sliced inverse regression—0
An Integral Pose Regression System for the ECCV2018 PoseTrack ChallengeCode0
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman FiltersCode0
On the Choice of Instruments in Mixed Frequency Specification Tests—0
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data—0
Are screening methods useful in feature selection? An empirical study—0
Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task—0
Identifying Real Estate Opportunities using Machine Learning—0
Learning regression and verification networks for long-term visual trackingCode0
Emo2Vec: Learning Generalized Emotion Representation by Multi-task TrainingCode0
Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product NetworksCode0
Regression Discontinuity Designs Using CovariatesCode0
Local Control Regression: Improving the Least Squares Monte Carlo Method for Portfolio Optimization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified