183 citations · 276 across the 8 of their papers we have counts for
10 papers
Beyond Raw Transcripts: Structured Persona Extraction for LLM-Based Digital Twins
Iris Ye, Tianze Deng, Ozan Candogan
LLM-based "digital twins" aim to simulate how an individual would behavein new environments or respond to novel questions, given some representation of that individual's prior resp…
Achieving Fairness and Accuracy in Regressive Property Taxation
Ozan Candogan, Feiyu Han, Haihao Lu
Regressivity in property taxation, or the disproportionate overassessment of lower-valued properties compared to higher-valued ones, results in an unfair taxation burden for Americ…
Information Design for Spatial Resource Allocation
Ozan Candogan, Manxi Wu
In this paper, we study platforms where resources and jobs are spatially distributed, and resources have the flexibility to strategically move to different locations for better pay…
Mobility Data in Operations: The Facility Location Problem
Ozan Candogan, Yiding Feng
The recent large scale availability of mobility data, which captures individual mobility patterns, poses novel operational problems that are exciting and challenging. Motivated by…
Social Learning under Platform Influence: Consensus and Persistent Disagreement
Ozan Candogan, Nicole Immorlica, Bar Light +1
Individuals increasingly rely on social networking platforms to form opinions. However, these platforms typically aim to maximize engagement, which may not align with social good.…
Optimal Disclosure of Information to a Privately Informed Receiver
Ozan Candogan, Philipp Strack
We study information design settings where the designer controls information about a state, and there are multiple agents interacting in a game who are privately informed about the…
Latent Agents in Networks: Estimation and Targeting
Baris Ata, Alexandre Belloni, Ozan Candogan
We consider a network of agents. Associated with each agent are her covariate and outcome. Agents influence each other's outcomes according to a certain connection/influence struct…
Dynamics in Near-Potential Games
Ozan Candogan, Asuman Ozdaglar, Pablo A. Parrilo
Except for special classes of games, there is no systematic framework for analyzing the dynamical properties of multi-agent strategic interactions. Potential games are one such spe…
Optimal Pricing in Networks with Externalities
Ozan Candogan, Kostas Bimpikis, Asuman Ozdaglar
We study the optimal pricing strategies of a monopolist selling a divisible good (service) to consumers that are embedded in a social network. A key feature of our model is that co…
Flows and Decompositions of Games: Harmonic and Potential Games
Ozan Candogan, Ishai Menache, Asuman Ozdaglar +1
In this paper we introduce a novel flow representation for finite games in strategic form. This representation allows us to develop a canonical direct sum decomposition of an arbit…