Search Results for author: Michael Liut

Found 6 papers, 1 papers with code

Opportunities for Adaptive Experiments to Enable Continuous Improvement that Trades-off Instructor and Researcher Incentives

no code implementations18 Oct 2023 Ilya Musabirov, Angela Zavaleta-Bernuy, Pan Chen, Michael Liut, Joseph Jay Williams

In adaptive experiments, as different arms/conditions are deployed to students, data is analyzed and used to change the experience for future students.

Decision Making

Impact of Guidance and Interaction Strategies for LLM Use on Learner Performance and Perception

no code implementations13 Oct 2023 Harsh Kumar, Ilya Musabirov, Mohi Reza, Jiakai Shi, Xinyuan Wang, Joseph Jay Williams, Anastasia Kuzminykh, Michael Liut

Personalized chatbot-based teaching assistants can be crucial in addressing increasing classroom sizes, especially where direct teacher presence is limited.

Chatbot

Detecting LLM-Generated Text in Computing Education: A Comparative Study for ChatGPT Cases

no code implementations10 Jul 2023 Michael Sheinman Orenstrakh, Oscar Karnalim, Carlos Anibal Suarez, Michael Liut

The purpose of this work is to inform the community of what LLM-generated text detectors work and which do not, but also to provide insights for educators to better maintain academic integrity in their courses.

Increasing Students' Engagement to Reminder Emails Through Multi-Armed Bandits

no code implementations10 Aug 2022 Fernando J. Yanez, Angela Zavaleta-Bernuy, Ziwen Han, Michael Liut, Anna Rafferty, Joseph Jay Williams

We highlight problems with these adaptive algorithms - such as possible exploitation of an arm when there is no significant difference - and address their causes and consequences.

Management Multi-Armed Bandits +1

Deep Camera Pose Regression Using Pseudo-LiDAR

no code implementations28 Feb 2022 Ali Raza, Lazar Lolic, Shahmir Akhter, Alfonso Dela Cruz, Michael Liut

By proving the validity of using pseudo-LiDAR signals over depth maps for localization, there are new considerations when implementing large-scale localization systems.

3D Object Detection Autonomous Vehicles +3

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