5 citations · 15 across the 7 of their papers we have counts for
7 papers
Human-AI Collaboration for Estimating Scientific Replicability
Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton +7
Determining whether published scientific findings can successfully be replicated is a long-standing challenge in the empirical sciences. Existing approaches for replicability asses…
A prototype hybrid prediction market for estimating replicability of published work
Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton +7
We present a prototype hybrid prediction market and demonstrate the avenue it represents for meaningful human-AI collaboration. We build on prior work proposing artificial predicti…
Artificial prediction markets present a novel opportunity for human-AI collaboration
Tatiana Chakravorti, Vaibhav Singh, Sarah Rajtmajer +6
Despite high-profile successes in the field of Artificial Intelligence, machine-driven technologies still suffer important limitations, particularly for complex tasks where creativ…
A Synthetic Prediction Market for Estimating Confidence in Published Work
Sarah Rajtmajer, Christopher Griffin, Jian Wu +13
Explainably estimating confidence in published scholarly work offers opportunity for faster and more robust scientific progress. We develop a synthetic prediction market to assess…
Design and Analysis of a Synthetic Prediction Market using Dynamic Convex Sets
Nishanth Nakshatri, Arjun Menon, C. Lee Giles +2
We present a synthetic prediction market whose agent purchase logic is defined using a sigmoid transformation of a convex semi-algebraic set defined in feature space. Asset prices…
A Dynamical Systems Perspective Reveals Coordination in Russian Twitter Operations
Sarah Rajtmajer, Ashish Simhachalam, Thomas Zhao +2
We study Twitter data from a dynamical systems perspective. In particular, we focus on the large set of data released by Twitter Inc. and asserted to represent a Russian influence…