Picture for Stephen Roberts

Stephen Roberts

The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes

Add code
May 13, 2022
Figure 1 for The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes
Figure 2 for The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes
Figure 3 for The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes
Viaarxiv icon

Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture

Add code
Dec 16, 2021
Viaarxiv icon

A Bayesian take on option pricing with Gaussian processes

Add code
Dec 07, 2021
Figure 1 for A Bayesian take on option pricing with Gaussian processes
Figure 2 for A Bayesian take on option pricing with Gaussian processes
Figure 3 for A Bayesian take on option pricing with Gaussian processes
Figure 4 for A Bayesian take on option pricing with Gaussian processes
Viaarxiv icon

One-Shot Transfer Learning of Physics-Informed Neural Networks

Add code
Oct 21, 2021
Figure 1 for One-Shot Transfer Learning of Physics-Informed Neural Networks
Figure 2 for One-Shot Transfer Learning of Physics-Informed Neural Networks
Figure 3 for One-Shot Transfer Learning of Physics-Informed Neural Networks
Figure 4 for One-Shot Transfer Learning of Physics-Informed Neural Networks
Viaarxiv icon

Robust and Scalable SDE Learning: A Functional Perspective

Add code
Oct 11, 2021
Figure 1 for Robust and Scalable SDE Learning: A Functional Perspective
Figure 2 for Robust and Scalable SDE Learning: A Functional Perspective
Figure 3 for Robust and Scalable SDE Learning: A Functional Perspective
Figure 4 for Robust and Scalable SDE Learning: A Functional Perspective
Viaarxiv icon

Port-Hamiltonian Neural Networks for Learning Explicit Time-Dependent Dynamical Systems

Add code
Jul 16, 2021
Viaarxiv icon

Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL

Add code
Jun 30, 2021
Figure 1 for Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
Figure 2 for Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
Figure 3 for Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
Figure 4 for Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
Viaarxiv icon

Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection

Add code
Jun 18, 2021
Viaarxiv icon

Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective

Add code
Jun 17, 2021
Figure 1 for Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective
Figure 2 for Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective
Figure 3 for Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective
Figure 4 for Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective
Viaarxiv icon

Enhancing Cross-Sectional Currency Strategies by Ranking Refinement with Transformer-based Architectures

Add code
May 20, 2021
Figure 1 for Enhancing Cross-Sectional Currency Strategies by Ranking Refinement with Transformer-based Architectures
Figure 2 for Enhancing Cross-Sectional Currency Strategies by Ranking Refinement with Transformer-based Architectures
Figure 3 for Enhancing Cross-Sectional Currency Strategies by Ranking Refinement with Transformer-based Architectures
Figure 4 for Enhancing Cross-Sectional Currency Strategies by Ranking Refinement with Transformer-based Architectures
Viaarxiv icon