Adaptation and Learning – ASL – Adaptive Systems Laboratory

Accelerated stochastic min-max optimization based on bias-corrected momentum

Read More

Doubly adaptive social learning

Read More

Policy optimization in multi-agent settings under partially observable environments

Read More

Minimizing the probability of error for decision making over graphs

Read More

Adaptive social learning for slow Markov chains

Read More

Masked diffusion strategy for privacy-preserving distributed learning

Read More

On the trade-off between flatness and optimization in distributed learning

Read More

Decentralized adversarial training over graphs

Read More

Differential error feedback for communication-efficient decentralized learning

Read More

Fundamental social learning scaling law for tracking hidden Markov models

Read More