Publications

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 Workshop Site
The Perils of Objectivity: Towards a Normative Framework for Fair Judicial Decision-Making
Andi Peng, Malina Simard-Halm
AAAI/ACM AIES 2020
Paper Slides Full Preprint
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)
Paper Slides Project Site
Human-Machine Collaboration for Fast Land Cover Mapping
Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
ICLR 2020, NeurIPS 2019, Workshops on Tackling Climate Change with Machine Learning
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
AAAI 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
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