33 citations · 45 across the 12 of their papers we have counts for
4 papers · 1 filter
Collaboratively Learning the Best Option on Graphs, Using Bounded Local Memory
Lili Su, Martin Zubeldia, Nancy Lynch
We consider multi-armed bandit problems in social groups wherein each individual has bounded memory and shares the common goal of learning the best arm/option. We say an individual…
Finite-time Guarantees for Byzantine-Resilient Distributed State Estimation with Noisy Measurements
Lili Su, Shahin Shahrampour
This work considers resilient, cooperative state estimation in unreliable multi-agent networks. A network of agents aims to collaboratively estimate the value of an unknown vector…
Securing Distributed Gradient Descent in High Dimensional Statistical Learning
Lili Su, Jiaming Xu
We consider unreliable distributed learning systems wherein the training data is kept confidential by external workers, and the learner has to interact closely with those workers t…
Collaboratively Learning the Best Option, Using Bounded Memory
Lili Su, Martin Zubeldia, Nancy Lynch
We consider multi-armed bandit problems in social groups wherein each individual has bounded memory and shares the common goal of learning the best arm/option. We say an individual…