David M. Pennock

Orcid: 0000-0003-0522-4815

Affiliations:
  • Rutgers University, Piscataway, USA
  • Microsoft Research, New York, USA (former)
  • Yahoo! Research, New York, USA (former)
  • Overture Research, Pasadena, USA (former)
  • NEC Laboratories America, Princeton, USA (former)
  • University of Michigan, Ann Arbor, Electrical Engineering and Computer Science Department (former)


According to our database1, David M. Pennock authored at least 122 papers between 1994 and 2024.

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Bibliography

2024
Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling.
Proceedings of the 16th ACM Web Science Conference, 2024

2023
Incentive-Compatible Forecasting Competitions.
Manag. Sci., March, 2023

A Prototype Hybrid Prediction Market for Estimating Replicability of Published Work.
Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

Artificial Prediction Markets Present a Novel Opportunity for Human-AI Collaboration.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Algorithms for Participatory Democracy (Dagstuhl Seminar 22271).
Dagstuhl Reports, July, 2022

Artificial prediction markets present a novel opportunity for human-AI collaboration.
CoRR, 2022

ABCinML: Anticipatory Bias Correction in Machine Learning Applications.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

A Synthetic Prediction Market for Estimating Confidence in Published Work.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Truthful aggregation of budget proposals.
J. Econ. Theory, 2021

Beating Greedy For Approximating Reserve Prices in Multi-Unit VCG Auctions.
Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

Designing a Combinatorial Financial Options Market.
Proceedings of the EC '21: The 22nd ACM Conference on Economics and Computation, 2021

Towards a Theory of Confidence in Market-Based Predictions.
Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2021

Log-time Prediction Markets for Interval Securities.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020
The Possibilities and Limitations of Private Prediction Markets.
ACM Trans. Economics and Comput., 2020

Channel Auctions.
Manag. Sci., 2020

Proportionality in Approval-Based Elections With a Variable Number of Winners.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

No-Regret and Incentive-Compatible Online Learning.
Proceedings of the 37th International Conference on Machine Learning, 2020

Preventing Arbitrage from Collusion When Eliciting Probabilities.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Fair Allocation of Indivisible Goods to Asymmetric Agents.
J. Artif. Intell. Res., 2019

Smarter Markets: Bringing Intelligence into the Exchange.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

An Equivalence between Wagering and Fair-Division Mechanisms.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Integrating Market Makers, Limit Orders, and Continuous Trade in Prediction Markets.
ACM Trans. Economics and Comput., 2018

An Axiomatic View of the Parimutuel Consensus Mechanism.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

An Axiomatic View of the Parimutuel Consensus Wagering Mechanism.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
Editorial from the New TEAC Co-Editors-in-Chief.
ACM Trans. Economics and Comput., 2017

The Double Clinching Auction for Wagering.
Proceedings of the 2017 ACM Conference on Economics and Computation, 2017

Crowdsourced Outcome Determination in Prediction Markets.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Bounded Rationality in Wagering Mechanisms.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

An Empirical Game-Theoretic Analysis of Price Discovery in Prediction Markets.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015
An axiomatic characterization of wagering mechanisms.
J. Econ. Theory, 2015

Budget Constraints in Prediction Markets.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

2014
The extent of price misalignment in prediction markets.
Algorithmic Finance, 2014

Removing arbitrage from wagering mechanisms.
Proceedings of the ACM Conference on Economics and Computation, 2014

Betting Strategies, Market Selection, and the Wisdom of Crowds.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
A Practical Liquidity-Sensitive Automated Market Maker.
ACM Trans. Economics and Comput., 2013

A combinatorial prediction market for the U.S. elections.
Proceedings of the fourteenth ACM Conference on Electronic Commerce, 2013

2012
A tractable combinatorial market maker using constraint generation.
Proceedings of the 13th ACM Conference on Electronic Commerce, 2012

TrustBets: betting over an IOU network.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Learning performance of prediction markets with Kelly bettors.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Price Updating in Combinatorial Prediction Markets with Bayesian Networks.
Proceedings of the UAI 2011, 2011

An Efficient Monte-Carlo Algorithm for Pricing Combinatorial Prediction Markets for Tournaments.
Proceedings of the IJCAI 2011, 2011

2010
Predicting consumer behavior with Web search.
Proc. Natl. Acad. Sci. USA, 2010

Gaming Prediction Markets: Equilibrium Strategies with a Market Maker.
Algorithmica, 2010

Designing Markets for Prediction.
AI Mag., 2010

Prediction without markets.
Proceedings of the Proceedings 11th ACM Conference on Electronic Commerce (EC-2010), 2010

2009
Computational challenges in e-commerce.
Commun. ACM, 2009

Betting on the Real Line.
Proceedings of the Internet and Network Economics, 5th International Workshop, 2009

Collective revelation: a mechanism for self-verified, weighted, and truthful predictions.
Proceedings of the Proceedings 10th ACM Conference on Electronic Commerce (EC-2009), 2009

Combinatorial prediction markets for event hierarchies.
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008
Eliciting properties of probability distributions: the highlights.
SIGecom Exch., 2008

The Secretary Problem with a Hazard Rate Condition.
Proceedings of the Internet and Network Economics, 4th International Workshop, 2008

Sharing Online Advertising Revenue with Consumers.
Proceedings of the Internet and Network Economics, 4th International Workshop, 2008

Pricing combinatorial markets for tournaments.
Proceedings of the 40th Annual ACM Symposium on Theory of Computing, 2008

Eliciting properties of probability distributions.
Proceedings of the Proceedings 9th ACM Conference on Electronic Commerce (EC-2008), 2008

Self-financed wagering mechanisms for forecasting.
Proceedings of the Proceedings 9th ACM Conference on Electronic Commerce (EC-2008), 2008

Complexity of combinatorial market makers.
Proceedings of the Proceedings 9th ACM Conference on Electronic Commerce (EC-2008), 2008

An Expressive Auction Design for Online Display Advertising.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Yoopick: A Combinatorial Sports Prediction Market.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Combinatorial betting.
SIGecom Exch., 2007

Implementing Sponsored Search in Web Search Engines: Computational Evaluation of Alternative Mechanisms.
INFORMS J. Comput., 2007

Mechanism Design on Trust Networks.
Proceedings of the Internet and Network Economics, Third International Workshop, 2007

Bluffing and Strategic Reticence in Prediction Markets.
Proceedings of the Internet and Network Economics, Third International Workshop, 2007

A Utility Framework for Bounded-Loss Market Makers.
Proceedings of the UAI 2007, 2007

Revenue analysis of a family of ranking rules for keyword auctions.
Proceedings of the Proceedings 8th ACM Conference on Electronic Commerce (EC-2007), 2007

Second workshop on prediction markets.
Proceedings of the Proceedings 8th ACM Conference on Electronic Commerce (EC-2007), 2007

Betting on permutations.
Proceedings of the Proceedings 8th ACM Conference on Electronic Commerce (EC-2007), 2007

Applying collaborative filtering techniques to movie search for better ranking and browsing.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006
An Empirical Comparison of Algorithms for Aggregating Expert Predictions.
Proceedings of the UAI '06, 2006

Naïve filterbots for robust cold-start recommendations.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

2005
Computation in a distributed information market.
Theor. Comput. Sci., 2005

CROC: A New Evaluation Criterion for Recommender Systems.
Electron. Commer. Res., 2005

Betting Boolean-style: a framework for trading in securities based on logical formulas.
Decis. Support Syst., 2005

Graphical Models for Groups: Belief Aggregation and Risk Sharing.
Decis. Anal., 2005

The Tech Buzz Game.
Computer, 2005

Information markets vs. opinion pools: an empirical comparison.
Proceedings of the Proceedings 6th ACM Conference on Electronic Commerce (EC-2005), 2005

2004
Analysis of lexical signatures for improving information persistence on the World Wide Web.
ACM Trans. Inf. Syst., 2004

Conference report: the fifth ACM conference on electronic commerce.
SIGecom Exch., 2004

Collaborative Filtering with Maximum Entropy.
IEEE Intell. Syst., 2004

Prediction Markets: Does Money Matter?
Electron. Mark., 2004

The Eudaemonic Pie: A Review.
AI Mag., 2004

A dynamic pari-mutuel market for hedging, wagering, and information aggregation.
Proceedings of the Proceedings 5th ACM Conference on Electronic Commerce (EC-2004), 2004

Computational Evaluation of Alternative Paid Placement Mechanisms in Search Engines.
Proceedings of the Pacific Asia Conference on Information Systems, 2004

Co-Validation: Using Model Disagreement on Unlabeled Data to Validate Classification Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Comparing static and dynamic measurements and models of the Internet's AS topology.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

Offering Collaborative-Like Recommendations When Data Is Sparse: The Case of Attraction-Weighted Information Filtering..
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2004

2003
Neurons, Viscose Fluids, Freshwater Polyp Hydra-and Self-Organizing Information Systems.
IEEE Intell. Syst., 2003

Mining the peanut gallery: opinion extraction and semantic classification of product reviews.
Proceedings of the Twelfth International World Wide Web Conference, 2003

1 Billion Pages = 1 Million Dollars? Mining the Web to Play "Who Wants to be a Millionaire?".
Proceedings of the UAI '03, 2003

Information incorporation in online in-Game sports betting markets.
Proceedings of the Proceedings 4th ACM Conference on Electronic Commerce (EC-2003), 2003

Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Mixtures of Conditional Maximum Entropy Models.
Proceedings of the Machine Learning, 2003

Statistical Relational Learning for Document Mining.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Comparison of allocation rules for paid placement advertising in search engines.
Proceedings of the 5th International Conference on Electronic Commerce, 2003

2002
Winners don't take all: Characterizing the competition for links on the web
Proc. Natl. Acad. Sci. USA, 2002

Using web structure for classifying and describing web pages.
Proceedings of the Eleventh International World Wide Web Conference, 2002

The structure of broad topics on the web.
Proceedings of the Eleventh International World Wide Web Conference, 2002

REFEREE: An Open Framework for Practical Testing of Recommender Systems using ResearchIndex.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events.
Proceedings of the UAI '02, 2002

Methods and metrics for cold-start recommendations.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Analysis of lexical signatures for finding lost or related documents.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

A Maximum Entropy Approach to Collaborative Filtering in Dynamic, Sparse, High-Dimensional Domains.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Inferring hierarchical descriptions.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
Conference report: the second ACM conference on electronic commerce.
SIGecom Exch., 2001

Persistence of Web References in Scientific Research.
Computer, 2001

Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Improving Category Specific Web Search by Learning Query Modifications.
Proceedings of the 2001 Symposium on Applications and the Internet (SAINT 2001), 2001

Extracting collective probabilistic forecasts from web games.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000
Compact Securities Markets for Pareto Optimal Reallocation of Risk.
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach.
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

A Normative Examination of Ensemble Learning Algorithms.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Persistence of information on the web: Analyzing citations contained in research articles.
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
Aggregating probabilistic beliefs: Market mechanisms and graphical representations.
PhD thesis, 1999

Graphical Representations of Consensus Belief.
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

1998
Logarithmic Time Parallel Bayesian Inference.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

1997
Representing Aggregate Belief through the Competitive Equilibrium of a Securities Market.
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

1996
Home Study Software: Complementary Systems for Computer Science Courses.
Comput. Sci. Educ., 1996

Toward a Market Model for Bayesian Inference.
Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

Home-study software: flexible, interactive, and distributed software for independent study.
Proceedings of the 27th SIGCSE Technical Symposium on Computer Science Education, 1996

Exploiting a Theory of Phase Transitions in Three-Satisfiability Problems.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

MarketBayes: A Distributed, Market-Based Bayesian Network.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1994
Teaching a hierarchical model of computation with animation software in the first course.
Proceedings of the 25th SIGCSE Technical Symposium on Computer Science Education, 1994


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