Jeremy Nixon
The University of Texas at Dallas(US)Dr. Hari Singh Gour University(IN)
Publications by Year
Research Areas
Machine Learning and Data Classification, Advanced Neural Network Applications, Neural Networks and Applications, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Measuring Calibration in Deep Learning(2019)156 cited
- → Understanding and correcting pathologies in the training of learned optimizers(2018)47 cited
- Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning(2021)
- → What are you optimizing for? Aligning Recommender Systems with Human Values(2021)24 cited
- Learned optimizers that outperform SGD on wall-clock and validation loss(2018)
- → Resolving Spurious Correlations in Causal Models of Environments via Interventions(2020)5 cited
- → Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning(2021)5 cited
- Why Are Bootstrapped Deep Ensembles Not Better(2020)