Publications associées à Stable Myoelectric Control of a Hand Prosthesis using Non-Linear Incremental Learning

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Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function

Patrick Thiran, Negar Kiyavash, Saber Salehkaleybar

We study the performance of Stochastic Cubic Regularized Newton (SCRN) on a class of functions satisfying gradient dominance property with

1\le\alpha\le2

which holds in a wide range of applications in machine learning and signal processing. This conditio ...

NeurIPS2022

Stable Myoelectric Control of a Hand Prosthesis using Non-Linear Incremental Learning

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Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function

Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization

Simultaneous Prediction of Wrist and Hand Motions via Wearable Ultrasound Sensing for Natural Control of Hand Prostheses

Toward higher-performance bionic limbs for wider clinical use

Cognitive workload monitoring in virtual reality based rescue missions with drones

Learning Positive Functions with Pseudo Mirror Descent

Development of a simulated transtibial amputee model

Online Adaptive Methods, Universality and Acceleration

A Physically-Consistent Bayesian Non-Parametric Mixture Model for Dynamical System Learning

The brain strategy for online learning

Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function

Cognitive workload monitoring in virtual reality based rescue missions with drones

Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization

Learning Positive Functions with Pseudo Mirror Descent

The brain strategy for online learning

Toward higher-performance bionic limbs for wider clinical use

A Physically-Consistent Bayesian Non-Parametric Mixture Model for Dynamical System Learning

Simultaneous Prediction of Wrist and Hand Motions via Wearable Ultrasound Sensing for Natural Control of Hand Prostheses

Development of a simulated transtibial amputee model

Online Adaptive Methods, Universality and Acceleration