Analysis of Training and Seed Bias in Small Molecules Generated with a Conditional Graph-Based Variational Autoencoder─Insights for Practical AI-Driven Molecule GenerationSeung-Gu KangJoseph A. Morroneet al.2022J. Chem. Inf. Model.
Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase GenerationMd Faisal Mahbub ChowdhuryGaetano Rossielloet al.2022arXiv
Cash flow prediction of a bank deposit using scalable graph analysis and machine learningRyo KawaharaMikio Takeuchi2021BigData Congress 2021
Tablet-Based Automatic Assessment for Early Detection of Alzheimer's Disease Using Speech Responses to Daily Life QuestionsYasunori YamadaKaoru Shinkawaet al.2021Frontiers in Digital Health
Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular DynamicsPayel DasTom Sercuet al.2021arXiv
A unified convergence analysis for shuffling-type gradient methodsLam NguyenQuoc Tran-Dinhet al.2021JMLR
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and ApplicationsSijia LiuPin-Yu Chenet al.2020IEEE SPM