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cs.IT2026
Optimal Regret Exponents for Bayesian Statistical Decision Problems
Hyun-Young Park, Si-Hyeon Lee
We study finite-state finite-action Bayesian statistical decision problems. While exact error-exponent characterizations are known for several special cases, including hypothesis t…
cs.IT2026
Secure Communications, Sensing, and Computing Towards Next-Generation Networks
Ruiqi Liu, Beixiong Zheng, Jemin Lee +4
Next-generation wireless networks are progressing beyond conventional connectivity to incorporate emerging sensing and computing capabilities. This convergence gives rise to integr…
cs.IT2023
Optimal Private Discrete Distribution Estimation with One-bit Communication
Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee
We consider a private discrete distribution estimation problem with one-bit communication constraint. The privacy constraints are imposed with respect to the local differential pri…