conftrace_

genome-wide association study

11 papers

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Also known as

GWAS

Co-occurring keywords · papers mentioning both

causal inference (5) instrumental variable (4) genome-wide association (2) eqtl mapping (1) disease risk prediction (1) varying coefficient model (1) unmeasured confounding (1) summary statistic (1) ridge penalty (1) genomic modeling (1)

Papers

GEMCONT: Genetics-based Multimodal Contrastive Learning Enhances Phenotypic embeddings and Boosts Genetic Discovery MIDL 2026 Sparse Causal Effect Estimation using Two-Sample Summary Statistics in the Presence of Unmeasured Confounding AISTATS 2025 Calibrated and Conformal Propensity Scores for Causal Effect Estimation UAI 2024 Inference of nonlinear causal effects with application to TWAS with GWAS summary data CLeaR 2024 SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study ACL 2022 MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models UAI 2020 A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019 Implicit Causal Models for Genome-wide Association Studies ICLR 2018 The xyz algorithm for fast interaction search in high-dimensional data JMLR 2018 Structured Sparse Canonical Correlation Analysis AISTATS 2012 Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NeurIPS 2010