Differential Networks on Byol Kimhttps://byolkim.github.io/tags/differential-networks/Recent content in Differential Networks on Byol KimHugoen-usFri, 11 Sep 2026 00:00:00 +0000Assumption-lean inference for spectral differential network analysis of high-dimensional time serieshttps://byolkim.github.io/publication/assumption-lean-spectral-differential-networks/Fri, 11 Sep 2026 00:00:00 +0000https://byolkim.github.io/publication/assumption-lean-spectral-differential-networks/Statistical inference for high-dimensional spectral differential networkshttps://byolkim.github.io/talk/statistical-inference-spectral-differential-networks-talk/Wed, 01 Jul 2026 00:00:00 +0000https://byolkim.github.io/talk/statistical-inference-spectral-differential-networks-talk/Spectral differential network analysis for high-dimensional time serieshttps://byolkim.github.io/publication/spectral-differential-network-analysis-time-series/Thu, 01 May 2025 00:00:00 +0000https://byolkim.github.io/publication/spectral-differential-network-analysis-time-series/KLIEPInference.jlhttps://byolkim.github.io/software/kliepinference-jl/Fri, 01 Jan 2021 00:00:00 +0000https://byolkim.github.io/software/kliepinference-jl/Julia implementation of two-sample inference for high-dimensional Markov networks via density-ratio (KLIEP) estimation.Two-sample inference for high-dimensional Markov networkshttps://byolkim.github.io/publication/two-sample-inference-markov-networks/Fri, 01 Jan 2021 00:00:00 +0000https://byolkim.github.io/publication/two-sample-inference-markov-networks/Direct inference for Gaussian differential networkshttps://byolkim.github.io/talk/direct-inference-gaussian-differential-networks-talk/Thu, 01 Aug 2019 00:00:00 +0000https://byolkim.github.io/talk/direct-inference-gaussian-differential-networks-talk/Two-sample inference for high-dimensional Markov networkshttps://byolkim.github.io/talk/two-sample-markov-networks-talk/Wed, 01 May 2019 00:00:00 +0000https://byolkim.github.io/talk/two-sample-markov-networks-talk/