2 papers
cs.DC2026
Federated Sinkhorn
Jeremy Kulcsar, Vyacheslav Kungurtsev, Georgios Korpas +2
We study distributed Sinkhorn iterations for entropy-regularized optimal transport when the Gibbs kernel operator is row-partitioned across c workers and cannot be centralized. We…
quant-ph2025
Training Hybrid Deep Quantum Neural Network for Efficient Reinforcement Learning
Jie Luo, Jeremy Kulcsar, Xueyin Chen +2
Quantum circuits embed data in a Hilbert space whose dimensionality grows exponentially with the number of qubits, allowing even shallow parameterised quantum circuits (PQCs) to re…