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Gediminas Adomavičius

University of Minnesota (from arXiv:2012.10790, 2020) · ORCID · OpenAlex

35 papers in scope · 35 published · 1 on the econ.EM arXiv · 1,823 citations · h-index 18 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Daniel Chen
  2. Alexandre Belloni
  3. Christian Hansen
  4. Victor Chernozhukov
  5. Susan Athey
  6. Guido W. Imbens
  7. Denis Chetverikov
  8. Whitney K. Newey
  9. Vasilis Syrgkanis
  10. Martin Spindler
  11. Iván Fernández-Val
  12. Achim Ahrens
  13. Mark E. Schaffer
  14. Kengo Kato
  15. Thomas Wiemann
  16. Matias D. Cattaneo
  17. James M. Robins
  18. Harold D. Chiang
  19. Max H. Farrell
  20. Stefan Wager

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(1 of 35)

Toward Sustainable Electricity Markets: Capacity-Based Pricing for Electric Vehicle Smart Charging
published2025 · Information Systems Research · 3 citations
with Konstantina Valogianni, Wolfgang Ketter, John Collins
Efficient and Flexible Long-Tail Recommendation Using Cosine Patterns
published2024 · INFORMS journal on computing · 4 citations · first circulated 2021
with Yaqiong Wang, Junjie Wu, Zhiang Wu
Code and Data Repository for Efficient and Flexible Long-Tail Recommendation Using Cosine Patterns
published2024 · INFORMS journal on computing
with Yaqiong Wang, Junjie Wu, Zhiang Wu
Longitudinal Impact of Preference Biases on Recommender Systems’ Performance
published2023 · Information Systems Research · 12 citations · first circulated 2021
with Meizi Zhou, Jingjing Zhang, Jingjng Zhang
Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations
published2023 · Information Systems Research · 13 citations · first circulated 2020
with Xuan Bi, Mochen Yang
published2022 · INFORMS Journal on Data Science · 8 citations · first circulated 2019
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness
published2022 · INFORMS journal on computing · 42 citations · first circulated 2020
with Xuan Bi, William Li, Annie Qu
Bidder Support in Multi-item Multi-unit Continuous Combinatorial Auctions: A Unifying Theoretical Framework
published2022 · Information Systems Research · 6 citations
with Alok Gupta, Mochen Yang
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach
published2021 · INFORMS journal on computing · 13 citations
with Yaqiong Wang
Effects of Personalized and Aggregate Top-N Recommendation Lists on User Preference Ratings
published2021 · ACM Transactions on Information Systems · 9 citations
with Jesse Bockstedt, Shawn P. Curley, Jingjing Zhang
How Decision Complexity Affects Outcomes in Combinatorial Auctions
published2020 · Production and Operations Management · 8 citations
with Shawn P. Curley, Alok Gupta, Pallab Sanyal
Consumption and Performance: Understanding Longitudinal Dynamics of Recommender Systems via an Agent-Based Simulation Framework
published2020 · Information Systems Research · 128 citations
with Jingjing Zhang, Alok Gupta, Wolfgang Ketter
Understanding User-Generated Content and Customer Engagement on Facebook Business Pages
published2019 · Information Systems Research · 255 citations · first circulated 2018
with Mochen Yang, Yuqing Ren
Efficient Computational Strategies for Dynamic Inventory Liquidation
published2019 · Information Systems Research · 2 citations · first circulated 2015
with Mochen Yang, Alok Gupta, Zachary J. Sheffler
Heterogeneous Electric Vehicle Charging Coordination: A Variable Charging Speed Approach
published2019 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 5 citations
with Konstantina Valogianni, Wolfgang Ketter, John Collins
Mind the Gap: Accounting for Measurement Error and Misclassification in Variables Generated via Data Mining
published2018 · Information Systems Research · 95 citations · first circulated 2017
with Mochen Yang, Gordon Burtch, Yuqing Ren
Effects of Online Recommendations on Consumers’ Willingness to Pay
published2017 · Information Systems Research · 30 citations
with Jesse Bockstedt, Shawn P. Curley, Jingjing Zhang
Real-time trip purpose prediction using online location-based search and discovery services
published2017 · Transportation Research Part C Emerging Technologies · 100 citations
with Alireza Ermagun, Yingling Fan, Julian Wolfson, Kirti Das
Coalition-Based Pricing in Ascending Combinatorial Auctions
published2017 · Information Systems Research · 22 citations
with Martin Bichler, Zhen Hao
Toward Understanding the Dynamics of Bidder Behavior in Continuous Combinatorial Auctions: Agent-Based Simulation Approach
published2017 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 2 citations
with Ali Adeli, Alok Gupta
Classification, Ranking, and Top-K Stability of Recommendation Algorithms
published2016 · INFORMS journal on computing · 45 citations
with Jingjing Zhang
Understanding effects of personalized vs. aggregate ratings on user preferences
published2016 · Conference on Recommender Systems · 10 citations
with Jesse Bockstedt, Shawn P. Curley, Jingjing Zhang
A Naive Bayes machine learning approach to risk prediction using censored, time‐to‐event data
published2015 · Statistics in Medicine · 66 citations · first circulated 2014
with Julian Wolfson, Sunayan Bandyopadhyay, Mohamed Elidrisi, Gabriela Vazquez-Benitez, David M. Vock, Donald Musgrove, Paul Johnson, Patrick J. O’Connor, Paul E. Johnson
Data mining for censored time-to-event data: a Bayesian network model for predicting cardiovascular risk from electronic health record data
published2014 · Data Mining and Knowledge Discovery · 85 citations
with Sunayan Bandyopadhyay, Julian Wolfson, David M. Vock, Gabriela Vazquez-Benitez, Mohamed Elidrisi, Paul Johnson, Patrick J. O’Connor, Paul E. Johnson
A Machine Learning Approach to Improving Dynamic Decision Making
published2014 · Information Systems Research · 136 citations
with Georg Meyer, Paul Johnson, Mohamed Elidrisi, William A. Rush, JoAnn M. Sperl-Hillen, Patrick J. O’Connor
Optimization-Based Approaches for Maximizing Aggregate Recommendation Diversity
published2014 · INFORMS journal on computing · 75 citations
with YoungOk Kwon
Do Recommender Systems Manipulate Consumer Preferences? A Study of Anchoring Effects
published2013 · Information Systems Research · 221 citations
with Jesse Bockstedt, Shawn P. Curley, Jingjing Zhang, Jingjng Zhang
Modeling Supply-Side Dynamics of IT Components, Products, and Infrastructure: An Empirical Analysis Using Vector Autoregression
published2012 · Information Systems Research · 80 citations · first circulated 2010
with Jesse Bockstedt, Alok Gupta
REQUEST: A Query Language for Customizing Recommendations
published2010 · Information Systems Research · 54 citations
with Alexander Tuzhilin, Rong Zheng
A machine learning approach to improving process control
published2009 · Workshop on Information Technologies and Systems
with Georg Meyer, Paul E. Johnson, Mohamed Elidrisi, Ryan C. McCabe, Pat O’Connor, JoAnn M. Sperl-Hillen, William Rush
Designing Intelligent Software Agents for Auctions with Limited Information Feedback
published2008 · Information Systems Research · 47 citations
with Alok Gupta, Dmitry Zhdanov
Validation Sequence Optimization: A Theoretical Approach
published2007 · INFORMS journal on computing · 3 citations
with Alexander Tuzhilin
Validation sequence optimization
published2007 · INFORMS journal on computing
with Alexander Tuzhilin
Toward Comprehensive Real-Time Bidder Support in Iterative Combinatorial Auctions
published2005 · Information Systems Research · 90 citations
with Alok Gupta
Expert-Driven Validation of Rule-Based User Models in Personalization Applications
published2001 · Data Mining and Knowledge Discovery · 154 citations
with Alexander Tuzhilin

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.