- Fudan UniversityCN1 paper
- Hanyang UniversityKR1 paper
- Incheon National UniversityKR1 paper
- NAVER Cloud (South Korea)KR1 paper
- Naver (South Korea)KR1 paper
- Samsung (South Korea)KR1 paper
- Soongsil UniversityKR1 paper
- Sungkyunkwan UniversityKR1 paper
- Twin Cities OrthopedicsUS1 paper
- University of MinnesotaUS1 paper
- University of PittsburghUS1 paper
6 papers
Online conformal inference with retrospective adjustment for faster adaptation to distribution shift
Jungbin Jun, Ilsang Ohn
Conformal prediction has emerged as a powerful framework for constructing distribution-free prediction sets with guaranteed coverage assuming only the exchangeability assumption. H…
Determining Particular Solutions for Exponential-Polynomial Forcing Terms in Linear Nonhomogeneous Recurrence Relations
Heesung Shin
This paper develops a systematic method for determining particular solutions of the th-order linear nonhomogeneous recurrence relation $$a_n + c_1 a_{n-1} + \cdots + c_k a_{n-k}…
Reinforcement Learning-Based Secure Beamforming Against Satellite Eavesdroppers
Juhwan Seo, Hyesang Cho, Dong-Hyun Jung
This paper investigates physical-layer security for uplink low Earth orbit (LEO) satellite communications in the presence of multiple non-colluding satellite eavesdroppers. Secure…
Estimating Mutual Information between Time Series and Temporal Event Sequences Across Diverse Analysis Tasks
Haoji Hu, Huaqing Mao, Yijun Lin +4
Pairwise dependence measures such as correlation and causality are fundamental to temporal data mining, yet there is still no principled and robust way to quantify dependence betwe…
Effects of spatial environmental noise on evolution of cooperation
Janguk Kim, Seung-Woo Son, Hye Jin Park
We investigate the effects of environmental noise on cooperation in a spatial evolutionary game model with variable population size. Building on a one-dimensional lattice model in…
HE-DAP: Homomorphic Encryption-based Dynamic Adaptive Parameter Optimization for Statistical Computation
Yun-Soo Park, Hyunmin Choi, Hyoungshick Kim +1
Homomorphic encryption (HE) enables privacy-preserving analytics but remains hindered by high computational overhead. We find that the inverse square root-a key primitive in many s…