Publications

Aligning Robot Representations with Humans
Andreea Bobu, Andi Peng
ICRA 2022, Workshop on Collaborative Robots and Work of the Future
Paper Workshop Site
Strengthening Subcommunities: Towards Sustainable Growth in AI Research
Andi Peng, Jessica Zosa Forde, Yonadav Shavit, Jonathan Frankle
ICLR 2022, Workshop on ML Evaluation Standards
Paper Workshop Site
Towards Reliable and Interoperable Greenhouse Gas Accounting
Amy Luers, Leehi Yona, Christopher Field, Robert Jackson, Katharine Mach, Benjamin Cashore, Cynthia Elliott, Lauren Gifford, Colleen Honigsberg, Lena Klaassen, Damon Mathews, Andi Peng, Christian Stoll, Marian Van Pelt, Ross Virginia, Lucas Joppa
In submission to Nature, 2022
Investigations of Performance and Bias in Human-AI Teamwork in Hiring
Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar
AAAI 2022 (oral, top 4%)
Also presented at CHI 2022 Workshop on Trust and Reliance on AI-Human Teams
Paper Dataset Workshop Site
On the Nature of Bias Percolation: Assessing Multiaxial Collaboration in Human-AI Systems
Andi Peng, Besmira Nushi, Kori Inkpen, Emre Kiciman, Ece Kamar
CHI 2020, Workshop on Human-Centered Approaches to Fair and Responsible AI
Paper Slides Workshop Site
The Perils of Objectivity: Towards a Normative Framework for Fair Judicial Decision-Making
Andi Peng, Malina Simard-Halm
AIES 2020
Paper Slides
Human-Machine Collaboration for Fast Land Cover Mapping
Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
AAAI 2020 (oral, top 3%)
Also presented at ICLR 2020, NeurIPS 2019, Workshops on Tackling Climate Change with Machine Learning
Paper Slides Workshop Site Project Site
What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring
Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Siddharth Suri, Ece Kamar
HCOMP 2019
Paper Slides
An Integrated Machine Learning Approach To Studying Terrorism
Andi Peng
Undergraduate Thesis, Yale University
Paper
Conceptual Feasibility Study of the Hyperloop Vehicle for Next-Generation Transport
Kenneth Decker, Jeffrey Chin, Andi Peng, Colin Summers, Golda Nguyen, Andrew Oberlander, Gazi Sakib, Nariman Sharifrazi, Christopher Heath, Justin Gray, Robert Falck
AIAA SciTech 2017, NASA Technical Report
Paper Slides
Early Detection of Boko Haram Attacks in Nigeria
Andi Peng, Joe English, Megan Wilson, Katherine Kirk, Reem Hussein, Yara Hattab, YuHan Lim, Akshay Bery, Christine Houle, William Casey King
Technical Report, United States Institute of Peace (USIP)
Paper Slides State-Level Maps State-Level Data