🏢 Univ. Lille
Optimal Classification under Performative Distribution Shift
·1647 words·8 mins·
loading
·
loading
AI Theory
Robustness
🏢 Univ. Lille
This paper introduces a novel push-forward model for performative learning, proving the convexity of performative risk under new assumptions and linking performative learning to adversarial robustness…
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
·1778 words·9 mins·
loading
·
loading
AI Generated
Machine Learning
Deep Learning
🏢 Univ. Lille
Neuronal Competition Groups (NCGs) enhance supervised STDP training in spiking neural networks by promoting balanced competition and improved class separation, resulting in significantly higher classi…