The What-If Tool: Interactive Probing of Machine Learning Models

9 July 2019

Papers citing "The What-If Tool: Interactive Probing of Machine Learning Models"

50 / 228 papers shown

Title
What Do People Want to Know About Artificial Intelligence (AI)? The Importance of Answering End-User Questions to Explain Autonomous Vehicle (AV) Decisions Somayeh Molaei Lionel P. Robert Nikola Banovic 24 0 0 09 May 2025
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness Tina Behzad Mithilesh Singh Anthony J. Ripa Klaus Mueller 17 0 0 22 Apr 2025
RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines Quentin Romero Lauro Shreya Shankar Sepanta Zeighami Aditya G. Parameswaran 24 0 0 18 Apr 2025
Mitigating LLM Hallucinations with Knowledge Graphs: A Case Study Harry Li G. Appleby Kenneth Alperin Steven R. Gomez Ashley Suh 35 0 0 16 Apr 2025
Explainable Artificial Intelligence techniques for interpretation of food datasets: a review Leonardo Arrighi Ingrid Alves de Moraes Marco Zullich Michele Simonato Douglas Fernandes Barbin Sylvio Barbon Junior 21 0 0 12 Apr 2025
FairSense-AI: Responsible AI Meets Sustainability Shaina Raza Mukund Sayeeganesh Chettiar Matin Yousefabadi Tahniat Khan Marcelo Lotif 40 0 0 04 Mar 2025
MLMC: Interactive multi-label multi-classifier evaluation without confusion matrices Aleksandar Doknic Torsten Moller HAI 37 0 0 24 Jan 2025
LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases Dylan Bouchard Mohit Singh Chauhan David Skarbrevik Viren Bajaj Zeya Ahmad 33 0 0 06 Jan 2025
The Evolution of LLM Adoption in Industry Data Curation Practices Crystal Qian Michael Xieyang Liu Emily Reif Grady Simon Nada Hussein Nathan Clement James Wexler Carrie J. Cai Michael Terry Minsuk Kahng AILaw ELM 75 4 0 20 Dec 2024
From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits? Gianmario Voria Stefano Lambiase Maria Concetta Schiavone Gemma Catolino Fabio Palomba 78 1 0 18 Dec 2024
How Learner Control and Explainable Learning Analytics on Skill Mastery Shape Student Desires to Finish and Avoid Loss in Tutored Practice Conrad Borchers Jeroen Ooge Cindy Peng Vincent Aleven 70 1 0 13 Dec 2024
AI-Spectra: A Visual Dashboard for Model Multiplicity to Enhance Informed and Transparent Decision-Making Gilles Eerlings Sebe Vanbrabant Jori Liesenborgs Gustavo Rovelo Ruiz Davy Vanacken Kris Luyten 16 1 0 14 Nov 2024
Text-to-Image Representativity Fairness Evaluation Framework Asma Z. Yamani Malak Baslyman 21 0 0 18 Oct 2024
Artificial intelligence techniques in inherited retinal diseases: A review Han Trinh J. Vice Jason Charng Zahra Tajbakhsh Khyber Alam Fred K. Chen Ajmal Saeed Mian 11 1 0 10 Oct 2024
TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students Hyoungwook Jin Minju Yoo Jeongeon Park Yokyung Lee Xu Wang Juho Kim ELM 28 6 0 05 Oct 2024
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation Catherine Yeh Donghao Ren Yannick Assogba Dominik Moritz Fred Hohman 36 0 0 01 Oct 2024
Misty: UI Prototyping Through Interactive Conceptual Blending Yuwen Lu Alan Leung Amanda Swearngin Jeffrey Nichols Titus Barik 26 3 0 20 Sep 2024
Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems Yongsu Ahn Quinn K. Wolter Jonilyn Dick Janet Dick Yu-Ru Lin HAI 34 0 0 10 Sep 2024
Designing Resource Allocation Tools to Promote Fair Allocation: Do Visualization and Information Framing Matter? Arnav Verma Luiz Morais Pierre Dragicevic Fanny Chevalier 26 4 0 10 Sep 2024
Visualizing Spatial Semantics of Dimensionally Reduced Text Embeddings Wei Liu Chris North Rebecca Faust 20 0 0 06 Sep 2024
Exploratory Visual Analysis for Increasing Data Readiness in Artificial Intelligence Projects Mattias Tiger Daniel Jakobsson Anders Ynnerman Fredrik Heintz Daniel Jonsson 26 0 0 05 Sep 2024
Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis Arran Zeyu Wang D. Borland David Gotz CML 38 2 0 28 Aug 2024
Interactive Counterfactual Generation for Univariate Time Series U. Schlegel Julius Rauscher Daniel A. Keim AI4TS 30 1 0 20 Aug 2024
S-RAF: A Simulation-Based Robustness Assessment Framework for Responsible Autonomous Driving Daniel Omeiza Pratik Somaiya Jo-Ann Pattinson Carolyn Ten-Holter Jack Stilgoe Marina Jirotka Lars Kunze 20 0 0 16 Aug 2024
Opening the Black Box of 3D Reconstruction Error Analysis with VECTOR Racquel Fygenson Kazi Jawad Isabel Li Francois Ayoub Robert G. Deen Scott Davidoff Dominik Moritz Mauricio Hess-Flores 11 0 0 07 Aug 2024
FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications Sribala Vidyadhari Chinta Zichong Wang Zhipeng Yin Nhat Hoang Matthew Gonzalez Tai Le Quy Wenbin Zhang 34 20 0 26 Jul 2024
EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders Lin Luo Yuri Nakao Mathieu Chollet Hiroya Inakoshi Simone Stumpf 33 0 0 16 Jul 2024
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk Seyma Gunonu Gizem Altun Mustafa Cavus 30 0 0 14 Jul 2024
Human-Centered Design Recommendations for LLM-as-a-Judge Qian Pan Zahra Ashktorab Michael Desmond Martin Santillan Cooper James M. Johnson Rahul Nair Elizabeth M. Daly Werner Geyer ELM ALM 31 17 0 03 Jul 2024
FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical Software Normen Yu Luciana Carreon Gang Tan Saeid Tizpaz-Niari 20 2 0 01 Jul 2024
POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models Jianben He Xingbo Wang Shiyi Liu Guande Wu Claudio Silva Huamin Qu LRM 29 2 0 06 Jun 2024
Towards Standardizing AI Bias Exploration Emmanouil Krasanakis Symeon Papadopoulos 32 3 0 29 May 2024
From Explainable to Interactive AI: A Literature Review on Current Trends in Human-AI Interaction Muhammad Raees Inge Meijerink Ioanna Lykourentzou Vassilis-Javed Khan Konstantinos Papangelis 22 24 0 23 May 2024
How Non-native English Speakers Use, Assess, and Select AI-Generated Paraphrases with Information Aids Yewon Kim Thanh-Long V. Le Donghwi Kim Mina Lee Sung-Ju Lee 18 3 0 13 May 2024
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies Rock Yuren Pang Sebastin Santy René Just Katharina Reinecke 32 14 0 10 May 2024
Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking Hong Jin Kang Fabrice Harel-Canada Muhammad Ali Gulzar Violet Peng Miryung Kim 36 2 0 29 Apr 2024
Interactive Analysis of LLMs using Meaningful Counterfactuals Furui Cheng Vilém Zouhar Robin Shing Moon Chan Daniel Fürst Hendrik Strobelt Mennatallah El-Assady 19 10 0 23 Apr 2024
Deconstructing Human-AI Collaboration: Agency, Interaction, and Adaptation Steffen Holter Mennatallah El-Assady HAI 28 9 0 18 Apr 2024
JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models Yingchaojie Feng Zhizhang Chen Zhining Kang Sijia Wang Minfeng Zhu Wei Zhang Wei Chen 40 3 0 12 Apr 2024
LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models Gabriela Ben-Melech Stan Estelle Aflalo R. Y. Rohekar Anahita Bhiwandiwalla Shao-Yen Tseng M. L. Olson Yaniv Gurwicz Chenfei Wu Nan Duan Vasudev Lal 83 6 0 03 Apr 2024
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference Fred Hohman Chaoqun Wang Jinmook Lee Jochen Görtler Dominik Moritz Jeffrey P. Bigham Zhile Ren Cecile Foret Qi Shan Xiaoyi Zhang 27 7 0 03 Apr 2024
Designing a User-centric Framework for Information Quality Ranking of Large-scale Street View Images Tahiya Chowdhury Ilan Mandel Jorge Ortiz Wendy Ju 27 0 0 30 Mar 2024
Equity in Healthcare: Analyzing Disparities in Machine Learning Predictions of Diabetic Patient Readmissions Zainab Al-zanbouri Gauri Sharma Shaina Raza 22 0 0 27 Mar 2024
The Pursuit of Fairness in Artificial Intelligence Models: A Survey Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 28 8 0 26 Mar 2024
FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition Dalia Gala Milo Phillips-Brown Naman Goel Carinal Prunkl L. A. Jubete Medb Corcoran Ray Eitel-Porter 11 0 0 09 Mar 2024
Probing the Robustness of Time-series Forecasting Models with CounterfacTS Haakon Hanisch Kjaernli Lluis Mas-Ribas Aida Ashrafi Gleb Sizov Helge Langseth Odd Erik Gundersen AI4TS 21 0 0 06 Mar 2024
Farsight: Fostering Responsible AI Awareness During AI Application Prototyping Zijie J. Wang Chinmay Kulkarni Lauren Wilcox Michael Terry Michael A. Madaio 38 43 0 23 Feb 2024
Doing AI: Algorithmic decision support as a human activity Joachim Meyer 23 0 0 22 Feb 2024
Understanding the Dataset Practitioners Behind Large Language Model Development Crystal Qian Emily Reif Minsuk Kahng 31 3 0 21 Feb 2024
Position: Explain to Question not to Justify Przemysław Biecek Wojciech Samek 30 11 0 21 Feb 2024