SB

Shi Bo

0000-0003-0297-8654

stat.MEcs.LGmath.STstat.MLstat.TH

On Valency

published · living versions

W_gq5ec9cv·v1 · currentpublished

Causal Mediation Analysis with High-Dimensional Surrogates: Identification, Estimation and Inference under Latent Factor Models

with Himani Yadav, AmirEmad Ghassami, Debarghya Mukherjee

1 version

W_5j8gaq3q·v1published

SWIM: Learning What Matters from Behaviors for JEPA World Models

Preprints & journals

3 papers in the corpus · 2024–2026

MediEncoder: Nonlinear Representation Learning for High-Dimensional Causal Mediation Analysis2606.30648v1 · Shi Bo, Debarghya Mukherjee, AmirEmad Ghassami2026 · 0 citationsarXiv

Causal Imitation Learning Under Measurement Error and Distribution Shift2601.22206v1 · Shi Bo, AmirEmad Ghassami2026 · 0 citationsarXiv

Debiased Causal Mediation Analysis in Ultra-High-Dimensional Settings in the Presence of Interaction Effects2412.08827v4 · Shi Bo, AmirEmad Ghassami, Debarghya Mukherjee2024 · 0 citationsarXiv

Career total: 17 works. 3 are in this corpus.

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