Jeremy Nixon

Measuring Calibration in Deep Learning

Jeremy Nixon, Mike Dusenberry, Ghassen Jerfel et al. · arXiv (Cornell University) · 2019 · 155 citations · Full text

Engineering, Machine Learning, Machine Learning Classifiers +20

Measuring Calibration in Deep Learning

Jeremy Nixon, Michael W. Dusenberry, Linchuan Zhang et al. · Computer Vision and Pattern Recognition · 2019 · 69 citations

Sensor Calibration, Machine Vision, Machine Learning +7

Understanding and correcting pathologies in the training of learned optimizers

Luke Metz, Niru Maheswaranathan, Jeremy Nixon et al. · arXiv (Cornell University) · 2018 · 47 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning

Zachary Nado, Neil Band, Mark Collier et al. · arXiv (Cornell University) · 2021 · 31 citations · Full text

What are you optimizing for? Aligning Recommender Systems with Human Values

Jonathan Stray, Ivan Vendrov, Jeremy Nixon et al. · arXiv (Cornell University) · 2021 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24