Search Results for author: Udi Weinsberg

Found 5 papers, 0 papers with code

Efficient Online Crowdsourcing with Complex Annotations

no code implementations25 Jan 2024 Reshef Meir, Viet-An Nguyen, Xu Chen, Jagdish Ramakrishnan, Udi Weinsberg

Crowdsourcing platforms use various truth discovery algorithms to aggregate annotations from multiple labelers.

Friend or Faux: Graph-Based Early Detection of Fake Accounts on Social Networks

no code implementations9 Apr 2020 Adam Breuer, Roee Eilat, Udi Weinsberg

In this paper, we study the problem of early detection of fake user accounts on social networks based solely on their network connectivity with other users.

Learning Diffusion using Hyperparameters

no code implementations ICML 2018 Dimitris Kalimeris, Yaron Singer, Karthik Subbian, Udi Weinsberg

Despite this obstacle, we can shrink the best-known sample complexity bound for learning IC by a factor of |E|/d where |E| is the number of edges in the graph and d is the dimension of the hyperparameter.

Privacy Tradeoffs in Predictive Analytics

no code implementations31 Mar 2014 Stratis Ioannidis, Andrea Montanari, Udi Weinsberg, Smriti Bhagat, Nadia Fawaz, Nina Taft

Recent research has demonstrated that several private user attributes (such as political affiliation, sexual orientation, and gender) can be inferred from such data.

Attribute Privacy Preserving

Recommending with an Agenda: Active Learning of Private Attributes using Matrix Factorization

no code implementations26 Nov 2013 Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Nina Taft

Recommender systems leverage user demographic information, such as age, gender, etc., to personalize recommendations and better place their targeted ads.

Active Learning Recommendation Systems

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