Oscar Key
University College London(GB)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Machine Learning and Data Classification, Gaussian Processes and Bayesian Inference, Speech Recognition and Synthesis
Most-Cited Works
- → On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty(2021)56 cited
- Improving Deterministic Uncertainty Estimation in Deep Learning for Classification and Regression.(2021)
- → Generating Interpretable Counterfactual Explanations By Implicit\n Minimisation of Epistemic and Aleatoric Uncertainties(2021)13 cited
- → Implant-based three-dimensional superimposition of the growing mandible in a rabbit model(2015)8 cited
- → No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models(2023)8 cited
- → Interlocking Backpropagation: Improving depthwise model-parallelism(2020)5 cited
- → Composite Goodness-of-fit Tests with Kernels(2021)2 cited
- On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes(2021)