Conference papers

Authors Title Year Venue
McElfresh, Duncan
Dickerson, John P.
Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange Working Working paper.
Rosemarin, Hanan
Dickerson, John P.
Kraus, Sarit
Learning to Schedule Deadline- and Operator-Sensitive Tasks Working Working paper.
Plaut, Benjamin
Dickerson, John P.
Sandholm, Tuomas
Hardness of the Pricing Problem for Chains in Barter Exchange (pdf) Working Working paper.
Dickerson, John P.
Kazachkov, Alexsandr M.
Procaccia, Ariel D.
Sandholm, Tuomas
Small Representations of Big Kidney Exchange Graphs (pdf) 2017 Conference on Artificial Intelligence (AAAI)
Farina, Gabriele
Dickerson, John P.
Sandholm, Tuomas
Operation Frames and Clubs in Kidney Exchange 2017 International Joint Conference on Artificial Intelligence (IJCAI)
Ahmed, Faez
Dickerson, John P.
Fuge, Mark
Diverse Weighted Bipartite b-Matching 2017 International Joint Conference on Artificial Intelligence (IJCAI)
Plaut, Benjamin
Dickerson, John P.
Sandholm, Tuomas
Fast Optimal Clearing of Capped-Chain Barter Exchanges (pdf) 2016 Conference on Artificial Intelligence (AAAI)
Dickerson, John P.
Manlove, David
Plaut, Benjamin
Sandholm, Tuomas
Trimble, James
Position-Indexed Formulations for Kidney Exchange (pdf) 2016 Conference on Economics and Computation (EC)
Blum, Avrim
Dickerson, John P.
Haghtalab, Nika
Procaccia, Ariel D.
Sandholm, Tuomas
Sharma, Ankit
Ignorance is Almost Bliss: Near-Optimal Stochastic Matching With Few Queries (pdf) 2015 Conference on Economics and Computation (EC)
Dickerson, John P.
Sandholm, Tuomas
FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments (pdf) 2015 Conference on Artificial Intelligence (AAAI)
Hajaj, Chen
Dickerson, John P.
Hassidim, Avinatan
Sandholm, Tuomas
Sarne, David
Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism (pdf) 2015 Conference on Artificial Intelligence (AAAI)
Das, Sanmay
Dickerson, John P.
Li, Zhuoshu
Sandholm, Tuomas
Competing Dynamic Matching Markets (pdf) 2015 Conference on Auctions, Market Mechanisms, and Their Applications (AMMA)
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Price of Fairness in Kidney Exchange (pdf) 2014 International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS)
Dickerson, John P.
Goldman, Jonathan
Karp, Jeremy
Procaccia, Ariel D.
Sandholm, Tuomas
The Computational Rise and Fall of Fairness (pdf) 2014 Conference on Artificial Intelligence (AAAI)
Dickerson, John P.
Sandholm, Tuomas
Multi-Organ Exchange: The Whole is Greater than the Sum of its Parts (pdf) 2014 Conference on Artificial Intelligence (AAAI)
Dickerson, John P.
Kagan, Vadim
Subrahmanian, V.S.
Using Sentiment to Detect Bots on Twitter: Are Humans more Opinionated than Bots? (pdf) 2014 International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
Erickson, Lucy C.
Thiessen, Erik D.
Godwin, Karrie E.
Dickerson, John P.
Fisher, Anna V.
Endogenously- but not Exogenously-driven Selective Sustained Attention is Related to Learning in a Classroom-like Setting in Kindergarten Children (pdf) 2014 Conference of the Cognitive Science Society (CogSci)
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Failure-Aware Kidney Exchange (pdf) 2013 Conference on Economics and Computation (EC)
Dickerson, John P.
Sawant, Anshul
Hajiaghayi, Mohammad
Subrahmanian, V.S.
PREVE: A Policy Recommendation Engine based on Vector Equilibria Applied to Reducing LeT's Attacks (pdf) 2013 International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Dynamic Matching via Weighted Myopia with Application to Kidney Exchange (pdf) 2012 Conference on Artificial Intelligence (AAAI)
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Optimizing Kidney Exchange with Transplant Chains: Theory and Reality (pdf) 2012 International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS)
Dickerson, John P.
Simari, Gerardo I.
Subrahmanian, V.S.
Kraus, Sarit
A Graph-Theoretic Approach to Protect Static and Moving Targets from Adversaries (pdf) 2010 International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS)
Simari, Gerardo I.
Dickerson, John P.
Subrahmanian, V.S.
Cost-based Query Answering in Action Probabilistic Logic Programs (pdf) 2010 International Conference on Scalable Uncertainty Management (SUM)

Journal articles

Authors Title Year Venue
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Failure-Aware Kidney Exchange (pdf) Working Revise \& resubmit at Management Science.
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Price of Fairness in Kidney Exchange Working Invited submission to Artificial Intelligence.
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Dynamic Matching via Weighted Myopia with Application to Kidney Exchange Working Working paper.
Dickerson, John P.
Sandholm, Tuomas
Multi-Organ Exchange: The Whole is Greater than the Sum of its Parts (pdf) 2016 Journal of Artificial Intelligence Research (JAIR). To appear.
Sawant, Anshul
Dickerson, John P.
Hajiaghayi, Mohammad T.
Subrahmanian, V.S.
Automated Generation of Counter-Terrorism Policies using Multi-Expert Input (pdf) 2015 ACM Transactions on Intelligent Systems and Technology (TIST)
Erickson, Lucy C.
Thiessen, Erik D.
Godwin, Karrie E.
Dickerson, John P.
Fisher, Anna V.
Endogenously- and Exogenously-driven Selective Sustained Attention: Contributions to Learning in Kindergarten Children (pdf) 2015 Journal of Experimental Child Psychology
Simari, Gerardo I.
Dickerson, John P.
Sliva, Amy
Subrahmanian, V.S.
Parallel Abductive Query Answering in Probabilistic Logic Programs (pdf) 2013 ACM Transactions on Computational Logic (TOCL)
Fisher, Anna
Thiessen, Erik
Godwin, Karrie
Kloos, Heidi
Dickerson, John P.
Assessing selective sustained attention in 3- to 5-year-old children: Evidence from a new paradigm (pdf) 2013 Journal of Experimental Child Psychology
Shakarian, Paulo
Dickerson, John P.
Subrahmanian, V.S.
Adversarial Geospatial Abduction Problems (pdf) 2012 ACM Transactions on Intelligent Systems and Technology (TIST)
Patro, Robert
Dickerson, John P.
Bista, Sujal
Gupta, Satyandra K.
Varshney, Amitabh
Speeding Up Particle Trajectory Simulations under Moving Force Fields using GPUs (pdf) 2012 ASME Journal of Computing and Information Science in Engineering (JCISE)
Subrahmanian, V.S.
Dickerson, John P.
What Can Virtual Worlds and Games Do for National Security? (pdf) 2009 Science

Workshop and smaller conference papers

Authors Title Year Venue
Dickerson, John P.
Kazachkov, Alexsandr M.
Procaccia, Ariel D.
Sandholm, Tuomas
Small Representations of Big Kidney Exchange Graphs 2017 Workshop on AI and OR for Social Good (AIORSocGood) at AAAI-17
Farina, Gabriele
Dickerson, John P.
Sandholm, Tuomas
Inter-Club Kidney Exchange 2017 Workshop on AI and OR for Social Good (AIORSocGood) at AAAI-17
Dickerson, John P.
Kazachkov, Alexsandr M.
Procaccia, Ariel D.
Sandholm, Tuomas
Small Representations of Big Kidney Exchange Graphs 2016 Exploring Beyond the Worst Case in Computational Social Choice (EXPLORE) workshop at AAMAS-2016
Dickerson, John P.
Sandholm, Tuomas
Uncertainty in Dynamic Matching with Application to Organ Exchange 2015 Machine Learning for Healthcare (MLHC) workshop at NIPS-2015
Dickerson, John P.
Sandholm, Tuomas
Balancing Efficiency and Fairness in Dynamic Kidney Exchange (pdf) 2014 Modern Artificial Intelligence for Health Analytics (MAIHA) workshop at AAAI-2014
Dickerson, John P.
Goldman, Jonathan
Karp, Jeremy
Procaccia, Ariel D.
Sandholm, Tuomas
The Computational Rise and Fall of Fairness (pdf) 2014 Exploring Beyond the Worst Case in Computational Social Choice (EXPLORE) workshop at AAMAS-2014
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Empirical Price of Fairness in Failure-Aware Kidney Exchange (pdf) 2014 Towards Better and more Affordable Healthcare: Incentives, Game Theory, and Artificial Intelligence (HCAGT) workshop at AAMAS-2014
Dickerson, John P. Robust Dynamic Optimization with Application to Kidney Exchange (pdf) 2014 Doctoral Consortium at AAMAS-2014
Dickerson, John P.
Sandholm, Tuomas
Throwing darts: Random sampling helps tree search when the number of short certificates is moderate (pdf) 2013 International Symposium on Combinatorial Search (SoCS)
Dickerson, John P.
Sandholm, Tuomas
Throwing darts: Random sampling helps tree search when the number of short certificates is moderate (pdf) 2013 Conference on Artificial Intelligence (AAAI). Late-breaking paper
Dickerson, John P.
Sandholm, Tuomas
Liver and Multi-Organ Exchange (pdf) 2013 IJCAI-2013 Workshop on Constraint Reasoning, Planning and Scheduling Problems for a Sustainable Future (COPLAS)
Dickerson, John P.
Mannes, Aaron
Subrahmanian, V.S.
Dealing with Lashkar-e-Taiba: A Multi-Player Game-Theoretic Perspective (pdf) 2011 International Symposium on Open Source Intelligence and Web Mining

Books & book chapters

Authors Title Year Venue
Dickerson, John P.
Simari, Gerardo I.
Subrahmanian, V.S.
Using Temporal Probabilistic Rules to Learn Group Behavior (pdf) 2013 Handbook of Computational Approaches to Counterterrorism
Simari, Gerardo I.
Dickerson, John P.
Sliva, Amy
Subrahmanian, V.S.
Policy Analytics Generation using Action Probabilistic Logic Programs (pdf) 2013 Handbook of Computational Approaches to Counterterrorism
Subrahmanian, V.S.
Mannes, Aaron
Sliva, Amy
Shakarian, Jana
Dickerson, John P.
Computational Analysis of Terrorist Groups: Lashkar-e-Taiba (pdf) 2012 Springer
Shakarian, Paulo
Dickerson, John P.
Subrahmanian, V.S.
Geospatial Abduction with Adaptive Adversaries (pdf) 2012 Geospatial Abduction: Principles and Practice

Invited & refereed tutorials

Authors Title Year Venue
Dickerson, John P.
Sandholm, Tuomas
Organ Exchange: A Success Story of AI in Healthcare 2016 Half-day tutorial to be presented at AAAI-16, AAMAS-16, and IJCAI-16

Thesis

Authors Title Year Venue
Dickerson, John P. A Unified Approach to Dynamic Matching and Barter Exchange (pdf) 2016 Ph.D. Thesis.
Dickerson, John P. A Unified Approach to Dynamic Matching and Barter Exchange (pdf) 2015 Ph.D. Proposal.

Invited talks

Authors Title Year Venue
Dickerson, John P. Better Matching Markets Through Optimization 2017 Invited talk, Stanford University
Dickerson, John P. Small Representations of Big Kidney Exchange Graphs 2016 INFORMS Annual Conference. Invited talk, Healthcare Applications Society cluster
Dickerson, John P. Small Representations of Big Kidney Exchange Graphs 2016 28th European Conference on Operational Research (EURO). Invited talk, Healthcare Logistics stream.
Dickerson, John P. Uncertainty in Dynamic Matching with Application to Organ Exchange 2016 INFORMS Annual Conference. Invited talk
Dickerson, John P. Better Matching Markets Through Optimization 2016 Invited talk, Duke University
Dickerson, John P. Toward a Credit-Based Mechanism for Dynamic Kidney Exchange 2016 INFORMS Annual Conference. Invited talk, Auctions cluster
Dickerson, John P.
Manlove, David
Plaut, Benjamin
Sandholm, Tuomas
Trimble, James
Position-Indexed Formulations for Kidney Exchange 2016 INFORMS Annual Conference. Invited talk, Healthcare Applications Society cluster
Dickerson, John P. Swapping Kidneys: Better Matching Market Design via Optimization 2016 Invited talk, Data Science DC
Dickerson, John P. Near-optimal Stochastic Matching With Few Queries 2015 INFORMS Annual Conference. Invited talk, Auctions cluster.
Dickerson, John P. The Dynamics of Kidney Exchange 2015 Production and Operations Management Society (POMS) Annual Conference. Invited talk, Healthcare Operations Management track
Dickerson, John P. Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments 2015 International Symposium on Mathematical Programming (ISMP). Invited talk, Life Sciences and Healthcare cluster
Dickerson, John P. Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments 2015 INFORMS Healthcare Conference. Invited talk, Health Operations \& Logistics cluster
Dickerson, John P. Kidney Exchange at CMU 2015 Open House, Carnegie Mellon University, Pittsburgh, PA.
Dickerson, John P.
Sandholm, Tuomas
FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments 2014 INFORMS Annual Conference. Invited talk, Auctions cluster
Dickerson, John P. FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments 2014 DB Seminar, Carnegie Mellon University, Pittsburgh, PA.
Dickerson, John P. Failure-Aware Kidney Exchange 2013 Tsinghua University, Beijing, China.
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Failure-Aware Kidney Exchange 2013 INFORMS Annual Conference. Invited talk, Auctions cluster
Dickerson, John P. Kidney Exchange at CMU 2013 Open House, Carnegie Mellon University, Pittsburgh, PA.
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Dynamic Matching via Weighted Myopia with Application to Kidney Exchange 2012 INFORMS Annual Conference. Invited talk, Computational Stochastic Optimization cluster
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Optimizing Kidney Exchange with Transplant Chains: Theory and Reality 2012 INFORMS Annual Conference. Invited talk, Market Mechanisms and their Applications session

Other publications and presentations

Authors Title Year Venue
Sandholm, Tuomas
Farina, Gabriele
Dickerson, John P.
Leishman, Ruthanne
Stewart, Darren
Formica, Richard
Thiessen, Carrie
Kulkarni, Sanjay
A Novel KPD Mechanism to Increase Transplants When Some Candidates Have Multiple Willing Donors 2017 American Transplant Congress (ATC). Abstract of poster
Dickerson, John P. Fast Optimal Clearing of Capped-Chain Barter Exchanges 2016 INFORMS Optimization Society (IOS) Conference
Dickerson, John P. FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments 2016 World Congress on Game Theory (GAMES)
Erickson, Lucy C.
Godwin, Karrie
Dickerson, John P.
Thiessen, Erik D.
Fisher, Anna V.
Different mechanisms for regulating sustained attention and learning in children 2015 Biennial Meeting of the Society for Research in Child Development (SRCD)
Dickerson, John P.
Sandholm, Tuomas
Toward Multi-Organ Exchange 2014 World Transplant Congress (WTC). Abstract of poster
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Price of Fairness in Kidney Exchange 2014 World Transplant Congress (WTC). Abstract of poster
Dickerson, John P.
Sandholm, Tuomas
FutureMatch: Learning to Match in Dynamic Environments 2014 World Transplant Congress (WTC). Abstract of poster
Fisher, Anna V.
Thiessen, Erik D.
Dickerson, John P.
Erickson, Lucy C.
Development of Selective Sustained Attention: Conceptual and Measurement Issues 2013 Biennial Meeting of the Cognitive Development Society (CDS)
Dickerson, John P.
Sandholm, Tuomas
Liver and Multi-Organ Exchange 2013 INFORMS Annual Conference. Contributed presentations.
Dickerson, John P.
Sandholm, Tuomas
Liver and Multi-Organ Exchange 2013 American Transplant Congress (ATC). Abstract of poster
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Results About, and Algorithms For, Robust Probabilistic Kidney Exchange Matching 2013 American Transplant Congress (ATC). Abstract of poster
Dickerson, John P.
Procaccia, Ariel D.
Sandholm, Tuomas
Optimizing Kidney Exchange with Transplant Chains: Theory and Reality 2013 American Transplant Congress (ATC). Abstract of poster
Thiessen, Erik D.
Dickerson, John P.
Erickson, Lucy C.
Fisher, Anna V.
Eyes as the windows of cognition: The Track-It paradigm and selective attention 2012 SRCD Themed Meeting on Developmental Methodology
Vargas-Baron, Emily
Dickerson, John P.
Subrahmanian, V.S.
Country Profiles on Early Childhood Development: Sub-Saharan Africa 2009 Booklet for the 4th International Conference on Early Childhood Development
Blusewicz, Kevin
de Souza, Kevin
Dickerson, John P.
Feldman, Bryan
Gaddam, Aditya
Ganesan, Goutham
Hatch, Christina
Hilseberg, Chip
Kawa, Libby
LaCurts, Katrina
Nealon, Kelly
Yu, Chihoon
Zytnick, Jonathon
Classification of Perceived Emotion in Music using a Computational Model of the Auditory Cortex 2008