Venkatesh Sivaraman

According to our database, Venkatesh Sivaraman authored at least 25 papers between 2016 and 2026.

Collaborative distances:

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

2026

Adaptive auditing of AI systems with anytime-valid guarantees.

Siyu Zhou, Patrick Vossler, Venkatesh Sivaraman, Yifan Mai, Jean Feng

CoRR, May, 2026

From Fuzzy to Formal: Scaling Hospital Quality Improvement with AI.

Patrick Vossler, Jean Feng, Venkatesh Sivaraman, Robert Gallo, Hemal Kanzaria, Dana Freiser, Christopher Ross, Amy Ou, James Marks, Susan Ehrlich, Christopher Peabody, Lucas Zier

CoRR, April, 2026

More Than "Means to an End": Supporting Reasoning with Transparently Designed AI Data Science Processes.

Venkatesh Sivaraman, Patrick Vossler, Adam Perer, Julian Hong, Jean Feng

CoRR, March, 2026

Intelligent Reasoning Cues: A Framework and Case Study of the Roles of AI Information in Complex Decisions.

Venkatesh Sivaraman, Eric Paul Mason, Mengfan Ellen Li, Jessica Tong, Andrew J. King, Jeremy M. Kahn, Adam Perer

CoRR, February, 2026

Intelligent Reasoning Cues: A Framework and Case Study of the Roles of AI Information in Complex Decisions.

Venkatesh Sivaraman, Eric Paul Mason, Mengfan Ellen Li, Jessica Tong, Andrew Joseph King, Jeremy M. Kahn, Adam Perer

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

TempoQL: A Readable, Precise, and Portable Query System for Electronic Health Record Data.

Ziyong Ma, Richard D. Boyce, Adam Perer, Venkatesh Sivaraman

CoRR, November, 2025

Over-Relying on Reliance: Towards Realistic Evaluations of AI-Based Clinical Decision Support.

Venkatesh Sivaraman, Katelyn Morrison, Will Epperson, Adam Perer

CoRR, April, 2025

Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments.

Angie W. Boggust, Venkatesh Sivaraman, Yannick Assogba, Donghao Ren, Dominik Moritz, Fred Hohman

IEEE Trans. Vis. Comput. Graph., January, 2025

Static Algorithm, Evolving Epidemic: Understanding the Potential of Human-AI Risk Assessment to Support Regional Overdose Prevention.

Venkatesh Sivaraman, Yejun Kwak, Courtney Kuza, Qingnan Yang, Kayleigh Adamson, Katie Suda, Lu Tang, Walid Gellad, Adam Perer

Proc. ACM Hum. Comput. Interact., 2025

Tempo: Helping Data Scientists and Domain Experts Collaboratively Specify Predictive Modeling Tasks.

Venkatesh Sivaraman, Anika Vaishampayan, Xiaotong Li, Brian R. Buck, Ziyong Ma, Richard D. Boyce, Adam Perer

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

Divisi: Interactive Search and Visualization for Scalable Exploratory Subgroup Analysis.

Venkatesh Sivaraman, Zexuan Li, Adam Perer

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models.

Unnseo Park, Venkatesh Sivaraman, Adam Perer

CoRR, 2024

Counterpoint: Orchestrating Large-Scale Custom Animated Visualizations.

Venkatesh Sivaraman, Frank Elavsky, Dominik Moritz, Adam Perer

Proceedings of the IEEE Visualization and Visual Analytics, 2024

Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit.

Nur Yildirim, Susanna Zlotnikov, Deniz Sayar, Jeremy M. Kahn, Leigh A. Bukowski, Sher Shah Amin, Kathryn A. Riman, Billie S. Davis, John S. Minturn, Andrew J. King, Dan Ricketts, Lu Tang, Venkatesh Sivaraman, Adam Perer, Sarah Masud Preum, James McCann, John Zimmerman

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care.

Venkatesh Sivaraman, Leigh A. Bukowski, Joel Levin, Jeremy M. Kahn, Adam Perer

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Extended Analysis of "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions".

Logan Stapleton, Hao Fei Cheng, Anna Kawakami, Venkatesh Sivaraman, Yanghuidi Cheng, Diana Qing, Adam Perer, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu

CoRR, 2022

LSTM-RASA Based Agri Farm Assistant for Farmers.

Narayana Darapaneni, Selvakumar Raj, Raghul V, Venkatesh Sivaraman, Sunil Mohan, Anwesh Reddy Paduri

CoRR, 2022

Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces.

Venkatesh Sivaraman, Yiwei Wu, Adam Perer

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.

Anna Kawakami, Venkatesh Sivaraman, Hao Fei Cheng, Logan Stapleton, Yanghuidi Cheng, Diana Qing, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions.

Hao Fei Cheng, Logan Stapleton, Anna Kawakami, Venkatesh Sivaraman, Yanghuidi Cheng, Diana Qing, Adam Perer, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

"Why Do I Care What's Similar?" Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts.

Anna Kawakami, Venkatesh Sivaraman, Logan Stapleton, Hao Fei Cheng, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein

Proceedings of the DIS '22: Designing Interactive Systems Conference, Virtual Event, Australia, June 13, 2022

2021

Pulse of the pandemic: Iterative topic filtering for clinical information extraction from social media.

Julia Wu, Venkatesh Sivaraman, Dheekshita Kumar, Juan M. Banda, David A. Sontag

J. Biomed. Informatics, 2021

TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora.

Denis Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Diachronic Analysis of the Evolution of COVID-19 Scientific Literature.

Denis R. Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2016

Simplified Audio Production in Asynchronous Voice-Based Discussions.

Venkatesh Sivaraman, Dongwook Yoon, Piotr Mitros

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016