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2202.08946
Cited By
Symphony: Composing Interactive Interfaces for Machine Learning
International Conference on Human Factors in Computing Systems (CHI), 2022
18 February 2022
Alex Bäuerle
Ángel Alexander Cabrera
Fred Hohman
Megan Maher Welsh
David Koski
Xavier Suau
Titus Barik
Dominik Moritz
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Papers citing
"Symphony: Composing Interactive Interfaces for Machine Learning"
26 / 26 papers shown
FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines
Athena Vakali
Ilias Dimitriadis
259
0
0
10 Jun 2025
What Do People Want to Know About Artificial Intelligence (AI)? The Importance of Answering End-User Questions to Explain Autonomous Vehicle (AV) Decisions
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), 2025
Somayeh Molaei
Lionel P. Robert
Nikola Banovic
362
0
0
09 May 2025
RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines
Quentin Romero Lauro
Shreya Shankar
Sepanta Zeighami
Aditya G. Parameswaran
318
7
0
18 Apr 2025
Interactivity x Explainability: Toward Understanding How Interactivity Can Improve Computer Vision Explanations
Indu Panigrahi
Sunnie S. Y. Kim
Amna Liaqat
Rohan Jinturkar
Olga Russakovsky
Ruth C. Fong
Parastoo Abtahi
FAtt
HAI
529
3
0
14 Apr 2025
Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Angie Boggust
Venkatesh Sivaraman
Yannick Assogba
Donghao Ren
Dominik Moritz
Fred Hohman
VLM
285
10
0
06 Aug 2024
Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy
Giang Nguyen
Mohammad Reza Taesiri
Sunnie S. Y. Kim
Anh Totti Nguyen
HAI
AAML
FAtt
540
8
0
08 Apr 2024
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference
International Conference on Human Factors in Computing Systems (CHI), 2024
Fred Hohman
Chaoqun Wang
Jinmook Lee
Jochen Görtler
Dominik Moritz
Jeffrey P. Bigham
Zhile Ren
Cecile Foret
Qi Shan
Xiaoyi Zhang
326
10
0
03 Apr 2024
AINeedsPlanner: A Workbook to Support Effective Collaboration Between AI Experts and Clients
Dae Hyun Kim
Hyungyu Shin
Shakhnozakhon Yadgarova
J. Son
Hariharan Subramonyam
Juho Kim
321
8
0
14 Feb 2024
Knowledge Acquisition and Integration with Expert-in-the-loop
Sajjadur Rahman
Frederick Choi
H. Kim
Dan Zhang
Estevam R. Hruschka
149
4
0
05 Feb 2024
Canvil: Designerly Adaptation for LLM-Powered User Experiences
International Conference on Human Factors in Computing Systems (CHI), 2024
K. J. Kevin Feng
Q. V. Liao
Ziang Xiao
Jennifer Wortman Vaughan
Amy X. Zhang
David W. McDonald
309
31
0
17 Jan 2024
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences
International Conference on Human Factors in Computing Systems (CHI), 2023
Fred Hohman
Mary Beth Kery
Donghao Ren
Dominik Moritz
449
33
0
06 Oct 2023
The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023
Fernando Delgado
Stephen Yang
Michael A. Madaio
Qian Yang
433
236
0
02 Oct 2023
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
International Conference on Human Factors in Computing Systems (CHI), 2023
Ken Gu
Ruoxi Shang
Tim Althoff
Chenglong Wang
Steven Drucker
AAML
439
52
0
19 Sep 2023
WHATSNEXT: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks
IEEE Symposium on Visual Languages / Human-Centric Computing Languages and Environments (VL/HCC), 2023
Chong Chen
Jane Hoffswell
Shunan Guo
Ryan Rossi
G. Chan
Fan Du
Eunyee Koh
Zhicheng Liu
273
6
0
18 Aug 2023
Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice
Conference on Fairness, Accountability and Transparency (FAccT), 2023
Wesley Hanwen Deng
Nuri Yildirim
Monica Chang
Motahhare Eslami
Kenneth Holstein
Michael A. Madaio
312
66
0
10 Jun 2023
Technical Understanding from IML Hands-on Experience: A Study through a Public Event for Science Museum Visitors
Interacting with computers (IWC), 2023
Wataru Kawabe
Yuri Nakao
Akihisa Shitara
Yusuke Sugano
421
3
0
10 May 2023
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
Zijie J. Wang
David Munechika
Seongmin Lee
Duen Horng Chau
386
14
0
04 May 2023
A Meta-Summary of Challenges in Building Products with ML Components -- Collecting Experiences from 4758+ Practitioners
Nadia Nahar
Haoran Zhang
Grace A. Lewis
Shurui Zhou
Jane Hsieh
377
62
0
31 Mar 2023
Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks
Frederick Choi
Sajjadur Rahman
H. Kim
Daz Zhang
AI4TS
363
6
0
23 Mar 2023
Causalvis: Visualizations for Causal Inference
International Conference on Human Factors in Computing Systems (CHI), 2023
G. Guo
Ehud Karavani
Alex Endert
Bum Chul Kwon
CML
280
25
0
01 Mar 2023
fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks
International Conference on Human Factors in Computing Systems (CHI), 2023
Steven Moore
Q. V. Liao
Hariharan Subramonyam
246
32
0
22 Feb 2023
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning
International Conference on Human Factors in Computing Systems (CHI), 2023
Ángel Alexander Cabrera
Erica Fu
Donald Bertucci
Kenneth Holstein
Ameet Talwalkar
Jason I. Hong
Adam Perer
241
68
0
09 Feb 2023
Towards Multifaceted Human-Centered AI
Sajjadur Rahman
H. Kim
Dan Zhang
Estevam R. Hruschka
Eser Kandogan
274
1
0
09 Jan 2023
How Do Data Science Workers Communicate Intermediate Results?
Rock Yuren Pang
Ruotong Wang
Joely Nelson
Leilani Battle
355
6
0
07 Oct 2022
Detecting Label Errors by using Pre-Trained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Derek Chong
Jenny Hong
Christopher D. Manning
NoLa
420
23
0
25 May 2022
Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Ashley Suh
G. Appleby
Erik W. Anderson
Luca A. Finelli
Remco Chang
Dylan Cashman
473
11
0
11 May 2022
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