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regression

Papers

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Showing 7901–7950 of 9424 papers

TitleStatusHype
Supervised Learning with Indefinite Topological Kernels—0
Deep Lattice Networks and Partial Monotonic Functions—0
ZhuSuan: A Library for Bayesian Deep LearningCode0
A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior—0
Nonparametric Shape-restricted Regression—0
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selectionCode0
Modelling Energy Consumption based on Resource Utilization—0
From Plants to Landmarks: Time-invariant Plant Localization that uses Deep Pose Regression in Agricultural Fields—0
Weighted Orthogonal Components Regression Analysis—0
Learning Graph-Level Representation for Drug DiscoveryCode0
An Iterative Regression Approach for Face Pose Estimation from RGB Images—0
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification—0
A Statistical Comparison of Some Theories of NP Word OrderCode0
Machine learning modeling of superconducting critical temperatureCode0
Optimal Sub-sampling with Influence Functions—0
Adaptive Scaling—0
A Survey of Efficient Regression of General-Activity Human Poses from Depth Images—0
Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora—0
Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System—0
Deeper Attention to Abusive User Content Moderation—0
Statistical Inference for Data-adaptive Doubly Robust Estimators with Survival Outcomes—0
Using Gaze to Predict Text Readability—0
PLN-PUCRS at EmoInt-2017: Psycholinguistic features for emotion intensity prediction in tweets—0
NUIG at EmoInt-2017: BiLSTM and SVR Ensemble to Detect Emotion Intensity—0
An Empirical Analysis of Edit Importance between Document Versions—0
Feature-Enriched Character-Level Convolutions for Text Regression—0
UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings—0
Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data—0
Forecasting Consumer Spending from Purchase Intentions Expressed on Social Media—0
DMGroup at EmoInt-2017: Emotion Intensity Using Ensemble Method—0
Neural Class-Specific Regression for face verification—0
Joint Maximum Purity Forest with Application to Image Super-ResolutionCode0
Slope Stability Analysis with Geometric Semantic Genetic Programming—0
Measurement of Common Risk Factors: A Panel Quantile Regression Model for Returns—0
Modeling Sheep pox Disease from the 1994-1998 Epidemic in Evros Prefecture, Greece—0
A Compromise Principle in Deep Monocular Depth Estimation—0
Logistic Regression as Soft Perceptron Learning—0
Differentially Private Regression for Discrete-Time Survival Analysis—0
Statistical Selection of CNN-Based Audiovisual Features for Instantaneous Estimation of Human Emotional StatesCode0
Learning Combinations of Sigmoids Through Gradient Estimation—0
Nonparametric regression using deep neural networks with ReLU activation function—0
Causally Regularized Learning with Agnostic Data Selection Bias—0
Deep vs. Diverse Architectures for Classification Problems—0
Stochastic Primal-Dual Proximal ExtraGradient Descent for Compositely Regularized Optimization—0
Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation—0
3D Pose Regression using Convolutional Neural Networks—0
The Stochastic Replica Approach to Machine Learning: Stability and Parameter Optimization—0
Extensions of Morse-Smale Regression with Application to Actuarial Science—0
Frequentist coverage and sup-norm convergence rate in Gaussian process regression—0
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density NetworksCode0
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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