Alexandra Zytek

According to our database, Alexandra Zytek authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explingo: Explaining AI Predictions using Large Language Models.

Alexandra Zytek, Sara Pidò, Sarah Alnegheimish, Laure Berti-Équille, Kalyan Veeramachaneni

CoRR, 2024

LLMs for XAI: Future Directions for Explaining Explanations.

Alexandra Zytek, Sara Pidò, Kalyan Veeramachaneni

CoRR, 2024

2023

When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making.

Sean McGrath, Parth Mehta, Alexandra Zytek, Isaac Lage, Himabindu Lakkaraju

Trans. Mach. Learn. Res., 2023

Pyreal: A Framework for Interpretable ML Explanations.

Alexandra Zytek, Wei-En Wang, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni

CoRR, 2023

Lessons from Usable ML Deployments and Application to Wind Turbine Monitoring.

Alexandra Zytek, Wei-En Wang, Sofia Koukoura, Kalyan Veeramachaneni

CoRR, 2023

2022

Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making.

Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni

IEEE Trans. Vis. Comput. Graph., 2022

VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models.

Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni

IEEE Trans. Vis. Comput. Graph., 2022

The Need for Interpretable Features: Motivation and Taxonomy.

Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni

SIGKDD Explor., 2022

MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series.

Dongyu Liu, Sarah Alnegheimish, Alexandra Zytek, Kalyan Veeramachaneni

Proc. ACM Hum. Comput. Interact., 2022

2021

VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models.

Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni

CoRR, 2021

Understanding the Usability Challenges of Machine Learning In High-Stakes Decision Making.

Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni

CoRR, 2021

Sibyl: Explaining Machine Learning Models for High-Stakes Decision Making.

Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2017

Flight Trajectory Planning for Fixed-Wing Aircraft in Loss of Thrust Emergencies.

Saswata Paul, Frederick Hole, Alexandra Zytek, Carlos A. Varela

CoRR, 2017