Dominik Moritz

Dominik Moritz

Carnegie Mellon University

H-index: 23

North America-United States

About Dominik Moritz

Dominik Moritz, With an exceptional h-index of 23 and a recent h-index of 21 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Interactive Data Visualization, Exploratory Data Analysis, Big Data, Scalable Visualization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference

Optimizing Dataflow Systems for Scalable Interactive Visualization

Data navigator: an accessibility-centered data navigation toolkit

Dead or alive: Continuous data profiling for interactive data science

VegaProf: Profiling Vega Visualizations

Mosaic: An Architecture for Scalable & Interoperable Data Views

Too many cooks: Exploring how graphical perception studies influence visualization recommendations in draco

Average Estimates in Line Graphs Are Biased Toward Areas of Higher Variability

Dominik Moritz Information

University

Position

Professor at HCII and Researcher at Apple

Citations(all)

3597

Citations(since 2020)

3030

Cited By

1528

hIndex(all)

23

hIndex(since 2020)

21

i10Index(all)

32

i10Index(since 2020)

31

Email

University Profile Page

Google Scholar

Dominik Moritz Skills & Research Interests

Interactive Data Visualization

Exploratory Data Analysis

Big Data

Scalable Visualization

Top articles of Dominik Moritz

Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference

arXiv preprint arXiv:2404.03085

2024/4/3

Optimizing Dataflow Systems for Scalable Interactive Visualization

Proceedings of the ACM on Management of Data

2024/3/26

Dominik Moritz
Dominik Moritz

H-Index: 14

Leilani Battle
Leilani Battle

H-Index: 11

Data navigator: an accessibility-centered data navigation toolkit

IEEE Transactions on Visualization and Computer Graphics

2023/10/30

Dominik Moritz
Dominik Moritz

H-Index: 14

Dead or alive: Continuous data profiling for interactive data science

IEEE Transactions on Visualization and Computer Graphics

2023/10/30

VegaProf: Profiling Vega Visualizations

2023/10/29

Alex Bäuerle
Alex Bäuerle

H-Index: 3

Dominik Moritz
Dominik Moritz

H-Index: 14

Mosaic: An Architecture for Scalable & Interoperable Data Views

IEEE Transactions on Visualization and Computer Graphics

2023/10/26

Jeffrey Heer
Jeffrey Heer

H-Index: 55

Dominik Moritz
Dominik Moritz

H-Index: 14

Too many cooks: Exploring how graphical perception studies influence visualization recommendations in draco

IEEE Transactions on Visualization and Computer Graphics

2023/10/23

Average Estimates in Line Graphs Are Biased Toward Areas of Higher Variability

IEEE Transactions on Visualization and Computer Graphics

2023/10/23

Dominik Moritz
Dominik Moritz

H-Index: 14

Francis Nguyen
Francis Nguyen

H-Index: 8

Combining Degree of Interest Functions and Progressive Visualization

2023/10/21

Draco 2: An extensible platform to model visualization design

2023/10/21

Dominik Moritz
Dominik Moritz

H-Index: 14

Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences

arXiv preprint arXiv:2310.04621

2023/10/6

Mary Beth Kery
Mary Beth Kery

H-Index: 12

Dominik Moritz
Dominik Moritz

H-Index: 14

DashQL--Complete Analysis Workflows with SQL

arXiv preprint arXiv:2306.03714

2023/6/6

Seventh Workshop on Human-In-the-Loop Data Analytics (HILDA)

2023/6/4

Dominik Moritz
Dominik Moritz

H-Index: 14

Sudeepa Roy
Sudeepa Roy

H-Index: 13

Angler: Helping machine translation practitioners prioritize model improvements

2023/4/19

Dominik Moritz
Dominik Moritz

H-Index: 14

Mary Beth Kery
Mary Beth Kery

H-Index: 12

Designing data: Proactive data collection and iteration for machine learning

arXiv preprint arXiv:2301.10319

2023/1/24

Dominik Moritz
Dominik Moritz

H-Index: 14

Demonstration of VegaPlus: Optimizing Declarative Visualization Languages

2022/6/10

Dominik Moritz
Dominik Moritz

H-Index: 14

Leilani Battle
Leilani Battle

H-Index: 11

How accessible is my visualization? Evaluating visualization accessibility with Chartability

Computer Graphics Forum

2022/6

Cynthia Bennett
Cynthia Bennett

H-Index: 2

Dominik Moritz
Dominik Moritz

H-Index: 14

Leveraging analysis history for improved in situ visualization recommendation

Computer Graphics Forum

2022/6

Computableviz: Mathematical operators as a formalism for visualisation processing and analysis

2022/4/2

Symphony: Composing interactive interfaces for machine learning

2022/2/18

Dominik Moritz
Dominik Moritz

H-Index: 14

See List of Professors in Dominik Moritz University(Carnegie Mellon University)

Co-Authors

academic-engine