Employment
UNDP Accelerator Labs
Role: NLP Researcher
UNDP — Apr, 2023 – current
Foundations of Data Science
Role: Adjunct Professor
New York University — Sep, 2021 – Dec, 2021
Accern
Role: VP of Data Science
Accern Corp. — Jun, 2018 – Jan, 2023
2024
UN Datathon 2023
Project: Josua Krause, Jeremy Boy, Rafael Cuñat, Evan Wheeler, Shouryadipta Sarkar
UN Mercatorians — Jan 18, 2024[page]
2023
Dream Big, Little Girl: A Book about Science, Technology, and Art for Young Girls
Book: Narges Sharif Razavian, Josua Krause
Amazon — Mar 8, 2023[page] [bibtex]
The Problem with Teaching Language Models about the World
Blog: Josua Krause
Medium — Jan 7, 2023[page]
Capstone Project: NYU Center for Data Science
Mentoring: Mentor
NYU Center for Data Science — 2023[external]
2022
Short Papers Track of IEEE VIS
Committee: Program Committee
VIS Short Papers — Oct 21, 2022[external]
AI4CI: Artificial Intelligence for Collective Intelligence
Teaching: Invited Talk
UNDP Accelerator Labs — Jun 14, 2022[external]
Identifying and ranking risk factors using trained predictive models (US Patent 11,355,246)
Patent: Josua Krause, Kenney Ng, Adam Perer
United States Patent (US 11,355,246 B2) — Jun 7, 2022[external]
Identifying and ranking risk factors using trained predictive models (US Patent 11,355,245)
Patent: Josua Krause, Kenney Ng, Adam Perer
United States Patent (US 11,355,245 B2) — Jun 7, 2022[external]
How to Spot and Understand AI Bias within Financial Services
Teaching: Webinar
Accern — Mar 30, 2022[external]
Journal of Computational and Graphical Statistics
Committee: Journal Reviewer
JCGS — 2022[external]
2021
Short Papers Track of IEEE VIS
Committee: Program Committee
VIS Short Papers — Oct 29, 2021[external]
Transactions on Visualization and Computer Graphics
Committee: Journal Reviewer
TVCG — 2021[external]
Journal of Computational and Graphical Statistics
Committee: Journal Reviewer
JCGS — 2021[external]
IEEE Transactions on Big Data
Committee: Journal Reviewer
Transactions on Big Data — 2021[external]
ACM Transactions on Interactive Intelligent Systems
Committee: Journal Reviewer
TiiS — 2021[external]
2020
Short Papers Track of IEEE VIS
Committee: Program Committee, Session Chair
VIS Short Papers — Oct 30, 2020[video] [external]
ACM Symposium on User Interface Software and Technology
Committee: Reviewer
UIST — Oct 23, 2020[external]
Capstone Project: NYU Center for Data Science
Mentoring: Mentor
NYU Center for Data Science — 2020[external]
2019
IEEE Conference on Visual Analytics Science and Technology
Committee: Reviewer
VAST — Oct 25, 2019[external]
ACM CHI Conference on Human Factors in Computing Systems
Committee: Associate Chair
CHI — May 9, 2019[external]
ICLR Workshop on Debugging Machine Learning Models
Committee: Program Committee
DEBUGML — May 6, 2019[external]
Capstone Project: NYU Center for Data Science
Mentoring: Mentor
NYU Center for Data Science — 2019[external]
Transactions on Visualization and Computer Graphics
Committee: Journal Reviewer
TVCG — 2019[external]
2018
IEEE Conference on Visual Analytics Science and Technology
Committee: Reviewer
VAST — Oct 26, 2018[external]
KDD Workshop on Interactive Data Exploration and Analytics
Committee: Reviewer
IDEA — Aug 20, 2018[external]
A User Study on the Effect of Aggregating Explanations for Interpreting Machine Learning Models
Poster / Workshop: Josua Krause, Adam Perer, Enrico Bertini
Interactive Data Exploration and Analytics (IDEA 2018) — Aug 20, 2018[page] [demo] [pdf] [slides] [external] [bibtex]
VIS for Practice Workshop — Visualization for the Web: Front- & Backends
Teaching: Workshop
Universität Konstanz — Aug 7, 2018
OPUS Grant Proposal, National Science Center, Poland
Committee: Grant Proposal Reviewer
NCN — Apr 15, 2018[external]
Using Visual Analytics to Explain Black-Box Machine Learning
Thesis: Josua Krause
PhD Thesis, NYU Tandon School of Engineering — Mar 15, 2018[pdf]
Transactions on Visualization and Computer Graphics
Committee: Journal Reviewer
TVCG — 2018[external]
2017
React Tutorial for Visualizations
Project: Josua Krause
NYU Tandon School of Engineering — Oct 16, 2017[github]
IEEE Conference on Visual Analytics Science and Technology
Committee: Reviewer
VAST — Oct 6, 2017[external]
A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations
Publication: Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini
IEEE Transactions on Visualization and Computer Graphics (VAST 2017) — Oct, 2017[page] [demo] [pdf] [video] [talk] [github] [slides] [bibtex]
Workshop on Visual Analytics in Healthcare
Committee: Program Committee, Web Chair
VAHC — Oct 1, 2017[external]
Foundations of Data Science
Teaching Assistant: Teaching Assistant
NYU Tandon School of Engineering — Sep, 2017
Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations
Poster / Workshop: Paolo Tamagnini, Josua Krause, Aritra Dasgupta, Enrico Bertini
Workshop on Human-In-the-Loop Data Analytics (HILDA 2017) — May 14, 2017[demo] [pdf] [github] [external] [bibtex]
2016
IEEE Conference on Visual Analytics Science and Technology
Committee: Reviewer
VAST — Oct 28, 2016[external]
Explanatory Visual Analytics for Enhancing Human Interpretability of Machine Learning Models
Poster / Workshop: Josua Krause, Aritra Dasgupta, Enrico Bertini
Visualization in Data Science (VDS at IEEE VIS 2016) — Oct 24, 2016[page] [slides] [external]
SeekAView: An Intelligent Dimensionality Reduction Strategy for Navigating HD Data Spaces
Publication: Josua Krause, Aritra Dasgupta, Jean-Daniel Fekete, Enrico Bertini
IEEE Symposium on Large Data Analysis and Visualization (LDAV) — Oct 23, 2016[page] [demo] [pdf] [bibtex]
Information Visualization
Teaching Assistant: Teaching Assistant
NYU Tandon School of Engineering — Sep, 2016
Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models
Poster / Workshop: Josua Krause, Adam Perer, Kenney Ng
Interactive Data Exploration and Analytics (IDEA) 2016 — Aug 14, 2016[page] [pdf]
Using Visual Analytics to Interpret Predictive Machine Learning Models
Poster / Workshop: Josua Krause, Adam Perer, Enrico Bertini
2016 ICML Workshop on Human Interpretability in Machine Learning — Jun 22, 2016[page] [pdf] [slides] [poster]
ACM CHI Conference on Human Factors in Computing Systems
Committee: Reviewer
CHI — May 12, 2016[external]
Towards Understanding Human Similarity Perception in the Analysis of Large Sets of Scatter Plots
Publication: Anshul Vikram Pandey, Josua Krause, Cristian Felix, Jeremy Boy, Enrico Bertini
ACM CHI 2016 — May, 2016[pdf] [external] [bibtex]
Information Visualization
Teaching Assistant: Teaching Assistant
NYU Tandon School of Engineering — Feb, 2016
2015
Visual Exploration of Temporal Data in Electronic Medical Records
Poster / Workshop: Josua Krause, Narges Razavian, Enrico Bertini, David Sontag
AMIA Annual Symposium (Poster) — Nov 16, 2015[poster]
D3 Tutorial on Electronic Health Records — Introduction to Visual Analytics in Healthcare
Teaching: Hands-on Tutorial Session
AMIA Annual Symposium — Nov 15, 2015[github]
Visual Inspection of Longitudinal Electronic Medical Records
Poster / Workshop: Josua Krause, Narges Razavian, Enrico Bertini, David Sontag
Visual Analytics in Health Care (Workshop) — Oct 25, 2015[slides]
Data-Driven Cohort Construction with Interactive Visual Queries
Poster / Workshop: Josua Krause, Adam Perer
Visual Analytics in Health Care (Workshop) — Oct 25, 2015
Information Visualization
Teaching Assistant: Teaching Assistant
NYU Tandon School of Engineering — Sep, 2015
Information Visualization
Teaching Assistant: Teaching Assistant
NYU Tandon School of Engineering — Feb, 2015
patient-viz
Project: Josua Krause, Narges Sharif Razavian, Enrico Bertini, David Sontag
GitHub — Jan, 2015[github]
Transactions on Visualization and Computer Graphics
Committee: Journal Reviewer
TVCG — 2015[external]
IEEE Transactions on Big Data
Committee: Journal Reviewer
Transactions on Big Data — 2015[external]
IEEE Computer Graphics and Applications
Committee: Journal Reviewer
Computer Graphics and Applications — 2015[external]
2014
INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data
Publication: Josua Krause, Adam Perer, Enrico Bertini
IEEE Transactions on Visualization and Computer Graphics (VAST 2014) — Oct, 2014[pdf] [video] [github] [slides] [external] [bibtex]
INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data
Poster / Workshop: Josua Krause, Adam Perer, Enrico Bertini
Moore Sloan Poster Session NYU (Poster) — May, 2014[external]
Graph Comics: Interactive Staging for Exploring Dynamic Graphs
Thesis: Josua Krause
Master Thesis, Universität Konstanz — Mar 23, 2014[pdf]
2013
2012
Interactive Visualization for Real-Time Public Transport Journey Planning
Publication: Josua Krause, Marc Spicker, Leonard Wörteler, Matthias Schäfer, Leishi Zhang, Hendrik Strobelt
SIGRAD 2012 — Short Paper — 2012[pdf] [github] [slides] [external] [bibtex]
Concepts of Computer Science
Teaching Assistant: Teaching Assistant
Universität Konstanz — 2012
2011
Annotation of Changes in Evolving Graphs — Annotation veränderlicher Graphen
Thesis: Josua Krause
Bachelor Thesis, Universität Konstanz — Nov 10, 2011[pdf]
Concepts of Programming
Teaching Assistant: Teaching Assistant
Universität Konstanz — 2011