Bioinformatics | Computational Biology | Statistics A comprehensive assessment of hurdle and zero-inflated models for single cell RNA-sequencing analysis. July 28, 2023
Finance | Machine Learning | Statistics Copula Variational LSTM for High-Dimensional Cross-Market Multivariate Dependence Modeling. July 28, 2023
Machine Learning | Statistics Marginal Bayesian Posterior Inference using Recurrent Neural Networks with Application to Sequential Models. July 6, 2023
Econometrics | Finance | Statistics GARCHNet: Value-at-Risk Forecasting with GARCH Models Based on Neural Networks. June 26, 2023
Data Science | Forecasting | Statistics A robust maximum correntropy forecasting model for time series with outliers. June 22, 2023
Machine Learning | Statistics Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning. June 16, 2023
Computer Science | Statistics On the Versatile Uses of Partial Distance Correlation in Deep Learning. May 31, 2023
Neurosurgery | Psychiatry | Statistics Artificial Intelligence Can Generate Fraudulent but Authentic-Looking Scientific Medical Articles: Pandora’s Box Has Been Opened. May 31, 2023
Data Science | Statistics High-Performance Statistical Computing in the Computing Environments of the 2020s. May 11, 2023
Epidemiology | Informatics | Statistics DR-VIDAL – Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World Data. May 2, 2023
Machine Learning | Statistics Differentiable samplers for deep latent variable models. March 27, 2023