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Manuel Sch\"urch

Identifiers

  • name variant Manuel Sch\"urch 0.60 · backfill

Papers (11)

  1. Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker Identification cs.LG · 2024 · author #2
  2. Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis cs.LG · 2024 · author #2
  3. Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes cs.LG · 2024 · author #2
  4. Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data stat.ML · 2024 · author #1
  5. Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent Processes cs.LG · 2023 · author #2
  6. Two-Stage Aggregation with Dynamic Local Attention for Irregular Time Series cs.LG · 2023 · author #4
  7. Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models stat.ML · 2023 · author #1
  8. Simple Contrastive Representation Learning for Time Series Forecasting cs.LG · 2023 · author #3
  9. Correlated Product of Experts for Sparse Gaussian Process Regression stat.ML · 2021 · author #1
  10. Orthogonally Decoupled Variational Fourier Features stat.ML · 2020 · author #2
  11. Recursive Estimation for Sparse Gaussian Process Regression stat.ML · 2019 · author #1

Mentions

  • 2410.00509 #2 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2303.18205 #3 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2407.11427 #2 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2405.03327 #2 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2311.07744 #4 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2402.12190 #1 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2311.08149 #2 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2309.16521 #1 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2112.09519 #1 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 1905.11711 #1 · arxiv_oai · confidence 0.70 Manuel Sch\"urch
  • 2007.06363 #2 · arxiv_oai · confidence 0.70 Manuel Sch\"urch

Frequent Coauthors