Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency NeurIPS 2021 Datasets and Benchmarks ...

The deep learning revolution has a curious blind spot: the spreadsheet. While Large Language Models (LLMs) have mastered the nuances of human prose and image generators have conquered the digital ...

Artificial intelligence (AI) has been making great strides in generating and translating human language. Large language models (LLMs) have quickly moved beyond simply dealing with human speech to ...

Cardiovascular diseases (CVD) a major cause of morbidity and mortality among the world’s non-communicable disease incidences. Though these practices are in use for diagnostics of different CVDs in ...

We recently presented the idea of conservation machine learning, wherein machine learning (ML) models are saved across multiple runs, users, and experiments 1. Conservation ML is essentially an ...

Accurate models of plant morphology, accounting for development and changes in plant architecture across evolutionary distances, are vital in the plant sciences. Breeding the next generation of ...

Fast, memory efficient Multiple Imputation by Chained Equations (MICE) with random forests. It can impute categorical and numeric data without much setup, and has an array of diagnostic plots ...