Summary of Shap-select: Lightweight Feature Selection Using Shap Values and Regression, by Egor Kraev et al.
Shap-Select: Lightweight Feature Selection Using SHAP Values and Regressionby Egor Kraev, Baran Koseoglu, Luca Traverso,…
Summary of Covering Numbers For Deep Relu Networks with Applications to Function Approximation and Nonparametric Regression, by Weigutian Ou et al.
Covering Numbers for Deep ReLU Networks with Applications to Function Approximation and Nonparametric Regressionby Weigutian…
Summary of Adaptive Random Fourier Features Training Stabilized by Resampling with Applications in Image Regression, By Aku Kammonen et al.
Adaptive Random Fourier Features Training Stabilized By Resampling With Applications in Image Regressionby Aku Kammonen,…
Summary of Conformal Structured Prediction, by Botong Zhang et al.
Conformal Structured Predictionby Botong Zhang, Shuo Li, Osbert BastaniFirst submitted to arxiv on: 8 Oct…
Summary of Benign Overfitting For Regression with Trained Two-layer Relu Networks, by Junhyung Park et al.
Benign Overfitting for Regression with Trained Two-Layer ReLU Networksby Junhyung Park, Patrick Bloebaum, Shiva Prasad…
Summary of Temperature Optimization For Bayesian Deep Learning, by Kenyon Ng et al.
Temperature Optimization for Bayesian Deep Learningby Kenyon Ng, Chris van der Heide, Liam Hodgkinson, Susan…
Summary of Smart: a Flexible Approach to Regression Using Spline-based Multivariate Adaptive Regression Trees, by William Pattie et al.
SMART: A Flexible Approach to Regression using Spline-Based Multivariate Adaptive Regression Treesby William Pattie, Arvind…
Summary of Amortized Control Of Continuous State Space Feynman-kac Model For Irregular Time Series, by Byoungwoo Park et al.
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Seriesby Byoungwoo Park, Hyungi…
Summary of On the Impacts Of the Random Initialization in the Neural Tangent Kernel Theory, by Guhan Chen et al.
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theoryby Guhan Chen,…
Summary of Designing a Classifier For Active Fire Detection From Multispectral Satellite Imagery Using Neural Architecture Search, by Amber Cassimon et al.
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Searchby…