[cv]

publications

  1. generative ai and personalized video advertisements
         with anuj kapoor
         marketing science, 2025
         best paper runner-up, wise, 2024
         [ssrn] [journal]

  2. are crypto ecosystems (de)centralizing? a framework for longitudinal analysis
         with harang ju, ehsan valavi, and sinan aral
         communications of the acm, 2025
         [arxiv]

  3. identity effects in social media
         with sean taylor, lev muchnik, and sinan aral
         nature human behavior, 2022
         [journal]

  4. how do successful scholars get their best research ideas? an exploration
         with c. cao, x. cao, m. cashman, a. timoshenko, j. yang, s. yu, j. zhang, y. zhu, and b. wernerfelt
         marketing letters, 2019
         [pdf]

 

work in progress

  1. scalable bundle recommendations: a large-scale field experiment
         with dean eckles and sinan aral
         minor revision, management science, 2025
         best paper runner-up, wise, 2019

  2. explaining sustained blockchain decentralization with quasi-experiments: resource flexibility and consensus mechanisms
         with harang ju, ehsan valavi, and sinan aral
         major revision, information systems research, 2025
         [ssrn]

  3. inclusive recommendations and user engagement: experimental evidence from pinterest
         with pedro silva, ashudeep singh, and abhay varmaraja
         working paper, 2025
         acm, ec, extended abstract, 2024 | best paper award, cist, 2024

  4. challenges in online experimentation
         with iav bojinov, david holtz, ramesh johari, nathan kallus, and multiple industry co-authors
         technical report, under review, 2025

  5. display model diversity and product success in online fashion
         with pradeep chintagunta and anuj kapoor
         working paper, 2025

  6. levearging marketing theory for next basket recommendations
         with arushi jain and sinan aral
         ongoing work, 2024

  7. algorithmic pricing and consumer sensitivity to price volatility
         with diego aparicio and dean eckles
         working paper, 2024
         [ssrn]