Siddharth Swaroop

schoolHarvard Universitybar_chart#5311 Global Rank

Total Papers

HCI Rank

#5311

Research Areas

Years Active

Recent Publications

Personalising AI Assistance Based on Overreliance Rate in AI-Assisted Decision Making

Personalising decision-making assistance to different users and tasks can improve human-AI team performance, such as by appropriately impacting reliance on AI assistance. However, people are different in many ways, with many hidden qualities, and adapting AI assistance to these hidden qualities is difficult. In this w…

CHI '252nd AuthorHonorable MentionExplainable AI (XAI) +1

Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills

People's decision-making abilities often fail to improve or may even erode when they rely on AI for decision support, even when the AI provides informative explanations. We argue this is partly because people intuitively seek contrastive explanations, which clarify the difference between the AI's decision and their ow…

IUI '241st AuthorExplainable AI (XAI) +2

Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure

In settings where users both need high accuracy and are time-pressured, such as doctors working in emergency rooms, we want to provide AI assistance that both increases decision accuracy and reduces decision-making time. Current literature focusses on how users interact with AI assistance when there is no time pressur…

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