Researcher Evidence Record

Manuel Sch\"urch

This bounded record lists 11 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.LG, stat.ML work dated 2019 to 2024. The record describes sources and coverage; it makes no judgment about the person.

Compiled coverage vector

Measured lane counts only. Not a trust score or person verdict.

Identity 2 canonical identity row plus typed public identifiers Pith papers 11 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 0 of 11 papers carrying a current Pith review; presence, not outcome Sourced citations 3 of 11 works with a source-named citation count Coauthors 32 distinct coauthors across shared paper rows

Enumerated paper scope: 2 fields (cs.LG, stat.ML) · 2019-2024 sources: authors, author_identifiers · paper_authors · author_works · current_verdicts · cited_works

A sourced case file for attributed work. It is neither a profile score nor a verdict about this researcher.

Attributed works

A bounded ledger from the Pith paper and imported-work queries. Counts and source confidence stay with each work.

2024 Pith paper

Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker Identification

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2024 Pith paper

Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2024 Pith paper

Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2024 Pith paper

Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper
Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent Processes

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2023 Pith paper

Two-Stage Aggregation with Dynamic Local Attention for Irregular Time Series

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

4

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper

Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper
Simple Contrastive Representation Learning for Time Series Forecasting

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2021 Pith paper

Correlated Product of Experts for Sparse Gaussian Process Regression

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2020 Pith paper
Orthogonally Decoupled Variational Fourier Features

stat.ML provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

2 pith inbound references from cited_work_pith_inbound_counts
2019 Pith paper

Recursive Estimation for Sparse Gaussian Process Regression

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Manuel Sch\"urch

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.

Evidence apparatus

The machinery behind this record. Every lane states whether Pith measured it, did not query it, could not reach it, or withheld it.

Lane	State	Observed	Boundary and source
identity	Measured	2	Canonical identity row plus public typed identifiers. source=authors, author_identifiers
papers	Measured	11 of 11 bounded rows	Rows attributed to this author UUID in the Pith corpus. source=paper_authors
works	Measured zero	0 of 0 bounded rows	Imported works not duplicated by the paper ledger. source=author_works
reviews	Measured zero	0 of 11 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	3 of 11 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	32 of 11 bounded rows	Shared-work edges from admitted paper rows. source=paper_authors
account	Unavailable	No public count of 1 bounded rows	Account metadata is separate from corpus evidence. source=users.author_id

Public identity sources

name variant
Manuel Sch\"urch backfill
confidence 0.6

identity history

Enumerated research scope

Fields and dates come only from enumerated, non-disputed Pith paper rows. They do not claim career completeness.

cs.LG6 rows
stat.ML5 rows
20191 rows
20201 rows
20211 rows
20234 rows
20244 rows

Shared-work index

Ahmed Allam6 shared rows
paper_authors
Alessio Benavoli3 shared rows
paper_authors
Amina Mollaysa3 shared rows
paper_authors
Andreas Wicki2 shared rows
paper_authors
Anna-Maria Hoffmann-Vold2 shared rows
paper_authors
C\'ecile Trottet2 shared rows
paper_authors
Chiara Rohrer1 shared rows
paper_authors
Christopher Denton1 shared rows
paper_authors
Claudia Cavelti-Weder1 shared rows
paper_authors
Dario Azzimonti3 shared rows
paper_authors
David Launay1 shared rows
paper_authors
Gabriele Gut2 shared rows
paper_authors
Giulia Rathmes1 shared rows
paper_authors
Imon Barua2 shared rows
paper_authors
Jan Bartussek1 shared rows
paper_authors
Laura Boos1 shared rows
paper_authors
Liubov Petelytska2 shared rows
paper_authors
Marco Zaffalon3 shared rows
paper_authors
Maria Angeliki Komninou1 shared rows
paper_authors
Michael Krauthammer8 shared rows
paper_authors
Michael Vollenweider1 shared rows
paper_authors
Mislav Radic1 shared rows
paper_authors
Oliver Distler2 shared rows
paper_authors
Paolo Air\`o1 shared rows
paper_authors
Radim Be\v{c}v\'a\v{r}1 shared rows
paper_authors
Reto Sch\"upbach1 shared rows
paper_authors
the EUSTAR collaborators2 shared rows
paper_authors
Tumor Profiler Consortium1 shared rows
paper_authors
Viola Heinzelmann-Schwarz1 shared rows
paper_authors
Xiang Li1 shared rows
paper_authors
Xiaochen Zheng3 shared rows
paper_authors
Xingyu Chen3 shared rows
paper_authors

Record scope

The work queries are bounded. Missing rows may mean measured zero, an unavailable source, a query that did not run, or private data that Pith withheld. The lane table keeps those cases separate.

Paper findings remain attached to papers. They do not become findings about this researcher.

Self-published account annex

Linked Pith account

Unavailable No public Pith account is linked to this corpus identity.

The account lane is self-published. Linking proves account control only and changes no corpus fact.