33 citations · 103 across the 20 of their papers we have counts for
5 papers · 1 filter
Dominantly Truthful Multi-task Peer Prediction with a Constant Number of Tasks
Yuqing Kong
In the setting where participants are asked multiple similar possibly subjective multi-choice questions (e.g. Do you like Panda Express? Y/N; do you like Chick-fil-A? Y/N), a serie…
Outsourcing Computation: the Minimal Refereed Mechanism
Yuqing Kong, Chris Peikert, Grant Schoenebeck +1
We consider a setting where a verifier with limited computation power delegates a resource intensive computation task---which requires a computation tableau---to two pr…
L_DMI: An Information-theoretic Noise-robust Loss Function
Yilun Xu, Peng Cao, Yuqing Kong +1
Accurately annotating large scale dataset is notoriously expensive both in time and in money. Although acquiring low-quality-annotated dataset can be much cheaper, it often badly d…
Max-MIG: an Information Theoretic Approach for Joint Learning from Crowds
Peng Cao, Yilun Xu, Yuqing Kong +1
Eliciting labels from crowds is a potential way to obtain large labeled data. Despite a variety of methods developed for learning from crowds, a key challenge remains unsolved: \em…
Securely Trading Unverifiable Information without Trust
Yuqing Kong, Yiping Ma, Yifan Wu
In future, information may become one of the most important assets in economy. However, unlike common goods (e.g. clothing), information is troublesome in trading since the informa…