Semi-supervised Pre-training for Conversational Text-to-Speech Synthesis: Advancing Spontaneous Style Modeling

A Multinational Retrospective Cohort SOPHIA Study: Creating and Validating an Explainable Machine Learning Calculator to Predict 5-Year Weight Changes Following Bariatric Surgery (arXiv:2308.16585v1 [cs.LG])

Background: The weight loss outcomes following bariatric surgery can vary significantly among individuals, making it difficult to predict the extent of weight loss before the operation. In this study, we aimed to develop a machine learning model that could provide...

Theoretical Ideality and Practical Enhancements

Theoretical Optimality and Practical Improvements of Decentralized Learning Authors: Yucheng Lu, Christopher De Sa; Published in 2023, Volume 24, Issue 93, Pages 1-62. Abstract Scaling up parallel machine learning systems through decentralization has shown great...