activity
20132023
most citedMachine-learning-assisted correction of correlated qubit errors in a topological code

140 citations · 430 across the 12 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2023

Scalable Meta-Learning with Gaussian Processes

Petru Tighineanu, Lukas Grossberger, Paul Baireuther +4

Meta-learning is a powerful approach that exploits historical data to quickly solve new tasks from the same distribution. In the low-data regime, methods based on the closed-form p…

stat.ML2021★ 5 cited

Transfer Learning with Gaussian Processes for Bayesian Optimization

Petru Tighineanu, Kathrin Skubch, Paul Baireuther +3

Bayesian optimization is a powerful paradigm to optimize black-box functions based on scarce and noisy data. Its data efficiency can be further improved by transfer learning from r…