3 papers
quant-ph2025
LogosQ: A High-Performance and Type-Safe Quantum Computing Library in Rust
Shiwen An, Jiayi Wang, Konstantinos Slavakis
Developing robust and high performance quantum software is challenging due to the dynamic nature of existing Python-based frameworks, which often suffer from runtime errors and sca…
stat.ML2025
Foresighted Online Policy Optimization with Interference
Liner Xiang, Jiayi Wang, Hengrui Cai
Contextual bandits, which leverage the baseline features of sequentially arriving individuals to optimize cumulative rewards while balancing exploration and exploitation, are criti…
cs.DS2025
Reusing Samples in Variance Reduction
Yujia Jin, Ishani Karmarkar, Aaron Sidford +1
We provide a general framework to improve trade-offs between the number of full batch and sample queries used to solve structured optimization problems. Our results apply to a broa…