Anand Avati

NGBoost: Natural Gradient Boosting for Probabilistic Prediction

Tony Duan, Anand Avati, Daisy Yi Ding et al. · arXiv (Cornell University) · 2019 · 141 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +17

Neural Language Correction with Character-Based Attention

Ziang Xie, Anand Avati, Naveen Arivazhagan et al. · arXiv (Cornell University) · 2016 · 124 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +18

NGBoost: Natural Gradient Boosting for Probabilistic Prediction

Tony Duan, Anand Avati, Daisy Yi Ding et al. · International Conference on Machine Learning · 2020 · 122 citations

Engineering, Machine Learning, Weather Forecasting +20

Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands

Jeremy Irvin, Sharon Zhou, Gavin McNicol et al. · Agricultural and Forest Meteorology · 2021 · 105 citations · Full text

Terrestrial Ecosystem, Ecological Modelling, Model Predictions +4

A framework for making predictive models useful in practice

Kenneth Jung, Sehj Kashyap, Anand Avati et al. · Journal of the American Medical Informatics Association · 2020 · 75 citations · Full text