Hello, I'm Dominik. I do research on decision making at LAMSADE, part of Université Paris Dauphine-PSL. I'm a CNRS chargé de recherche, which is a permanent and tenured research position.
I work on computational social choice, studying voting rules and preference aggregation, and designing fair algorithms. Recently, I have been interested in how organisations can decide how to divide their budgets among competing projects. I also enjoy proving impossibility theorems in voting theory using computer-aided methods involving SAT solvers.
I was previously a postdoc hosted by Nisarg Shah at the University of Toronto (2021–22). Before that, I was a postdoc hosted by Ariel Procaccia at Harvard University (2020–21) and at Carnegie Mellon University (2019–20). I did my PhD (DPhil, 2015–19) at the Department of Computer Science, University of Oxford, supervised by Edith Elkind, as a member of Balliol College. Previously (2011–15), I was an undergraduate student of Maths & Computer Science at St. John's College, Oxford. I'm originally from Barsbüttel, close to Hamburg.
Try out lpdual.com, a little website I've built that helps you derive LP duals, variants of Farkas' lemma, and KKT conditions. Perfect if you just cannot remember whether the dual variable of an at-least constraint should be non-negative or non-positive!
Updated: 2022-07-01 News. This summer, I will be at Dagstuhl and IJCAI, and will in general do plenty of travelling. Check out a few of my recent side projects, such as tikz.dev, an HTML version of the documentation of the PGF/TikZ package, and a small online tool to play with PQ Trees. Join us at the monthly COMSOC Video Seminar.
Thesis 🎓
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Fair Division of the Commons.
Dominik Peters. DPhil in Computer Science, University of Oxford, September 2019, 200 pages.
PDF · Talk · Victor Lesser Distinguished Dissertation Award · EurAI Distinguished Dissertation Award
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- Preference Restrictions in Computational Social Choice: A Survey.
Edith Elkind, Martin Lackner, and Dominik Peters. Manuscript, 116 pages, May 2022.
PDF · arXiv
Preprints
- Robust Rent Division.
Dominik Peters, Ariel D. Procaccia, and David Zhu. Draft, September 2021.
PDF - Approval Voting under Dichotomous Preferences: A Catalogue of
Characterizations.
Florian Brandl and Dominik Peters. Updated June 2021.
PDF
2022
- Approval-Based Apportionment.
Markus Brill, Paul Gölz, Dominik Peters, Ulrike Schmidt-Kraepelin, and Kai-Henning Wilker. Mathematical Programming, Series B, Special Issue on Mathematical Optimization and Fair Social Decisions, 2022, accepted.
PDF · arXiv - Funding Public Projects: A Case for the Nash
Product Rule.
Felix Brandt, Florian Brandl, Matthias Greger, Dominik Peters, Christian Stricker, and Warut Suksompong. Journal of Mathematical Economics, 99:102585.
PDF · Journal · arXiv - Almost Envy-Free Allocations with Connected
Bundles.
Vittorio Bilò, Ioannis Caragiannis, Michele Flammini, Ayumi Igarashi, Gianpiero Monaco, Dominik Peters, Cosimo Vinci, and William S. Zwicker. Games and Economic Behavior, 131:197–221, 2022.
PDF · Journal - Preferences Single-Peaked on a Tree:
Multiwinner Elections and Structural Results.
Dominik Peters, Lan Yu, Hau Chan, and Edith Elkind. Journal of Artificial Intelligence Research, 73:231–276.
PDF · Journal · arXiv - Optimized Distortion and Proportional Fairness in Voting.
Soroush Ebadian, Anson Kahng, Dominik Peters, and Nisarg Shah. EC '22.
PDF · Proceedings Version · arXiv · Poster - In This Apportionment Lottery, the House Always Wins.
Paul Gölz, Dominik Peters, and Ariel D. Procaccia. EC '22.
PDF · arXiv - How to Fairly Allocate Easy and Difficult
Chores.
Soroush Ebadian, Dominik Peters, and Nisarg Shah. AAMAS '22.
PDF · Proceedings Version · arXiv
2021
- Truthful Aggregation of Budget
Proposals.
Rupert Freeman, David M. Pennock, Dominik Peters, and Jennifer Wortman Vaughan. Journal of Economic Theory, Vol 193, 2021.
PDF · Journal · Sci-Hub · arXiv · Demo - Funding Public Projects: A Case for the
Nash Product Rule.
Felix Brandt, Florian Brandl, Matthias Greger, Dominik Peters, Christian Stricker, and Warut Suksompong. In WINE '21. Best Student Paper Award.
PDF (Abstract) · Journal - Proportional Participatory
Budgeting with Additive Utilities.
Dominik Peters, Grzegorz Pierczyński, and Piotr Skowron. In NeurIPS '21.
PDF · arXiv - Distribution Rules Under
Dichotomous Preferences:
Two Out of Three Ain't Bad.
Florian Brandl, Felix Brandt, Dominik Peters, and Christian Stricker. In EC '21.
PDF - Preference Elicitation as Average-Case
Sorting.
Dominik Peters and Ariel D. Procaccia. In AAAI '21.
PDF - Market-Based Explanations of
Collective Decisions.
Dominik Peters, Grzegorz Pierczyński, Nisarg Shah, and Piotr Skowron. In AAAI '21.
PDF - Aggregating Binary Judgments Ranked By Accuracy.
Daniel Halpern, Greg Kehne, Dominik Peters, Ariel D. Procaccia, Nisarg Shah, and Piotr Skowron. In AAAI '21.
PDF - District-Fair Participatory
Budgeting.
D. Ellis Hershkowitz, Anson Kahng, Dominik Peters, and Ariel D. Procaccia. In AAAI '21.
PDF · arXiv
2020
- Preferences Single-Peaked on a Circle.
Dominik Peters and Martin Lackner. In Journal of Artificial Intelligence Research, 68:463–502, 2020.
PDF · Journal - Axioms for Learning from Pairwise Comparisons.
Ritesh Noothigattu, Dominik Peters, and Ariel D. Procaccia. In NeurIPS '20.
PDF - Explainable Voting.
Dominik Peters, Ariel D. Procaccia, Alexandros Psomas, and Zixin Zhou. In NeurIPS '20.
PDF - Proportionality and the Limits of
Welfarism.
Dominik Peters and Piotr Skowron. In EC '20.
PDF · arXiv - Approval-Based Apportionment.
Markus Brill, Paul Gölz, Dominik Peters, Ulrike Schmidt-Kraepelin, and Kai-Henning Wilker. In AAAI '20.
PDF · arXiv - Preventing Arbitrage from Collusion When Eliciting
Probabilities.
Rupert Freeman, David M. Pennock, Dominik Peters, and Bo Waggoner. In AAAI '20.
PDF · Full version · Poster · Slides - Price of Fairness in Budget Division and
Probabilistic Social Choice.
Marcin Michorzewski, Dominik Peters, and Piotr Skowron. In AAAI '20.
PDF · Poster
2019
- Economic Design for Effective Altruism.
Dominik Peters. Chapter for The Future of Economic Design.
PDF - k-Majority Digraphs and the Hardness of Voting
with a Constant Number of Voters.
Georg Bachmeier, Felix Brandt, Christian Geist, Paul Harrenstein, Keyvan Kardel, Dominik Peters, and Hans Georg Seedig. In Journal of Computer and System Sciences 105:130-157, 2019.
PDF · Journal · Sci-Hub · arXiv · Poster - Fractional Hedonic Games.
Haris Aziz, Florian Brandl, Felix Brandt, Paul Harrenstein, Martin Olsen, and Dominik Peters. In ACM Transactions on Economics and Computation 7(2):6:1-6:29, 2019.
PDF · Journal · Sci-Hub · arXiv - An Axiomatic Characterization of the
Borda Mean Rule.
Florian Brandl and Dominik Peters. In Social Choice and Welfare 52(4):685–707, 2019.
PDF · Journal - Portioning using Ordinal Preferences: Fairness and
Efficiency.
Stéphane Airiau, Haris Aziz, Ioannis Caragiannis, Justin Kruger, Jérôme Lang, and Dominik Peters. In IJCAI '19.
PDF - Correlating Preferences and Attributes: Nearly
Single-Crossing Profiles.
Foram Lakhani, Dominik Peters, and Edith Elkind. In IJCAI '19.
PDF - Truthful Aggregation of Budget Proposals.
Rupert Freeman, David M. Pennock, Dominik Peters, and Jennifer Wortman Vaughan. In EC '19.
PDF · arXiv · Demo - Single Transferable Vote: Incomplete Knowledge and
Communication Issues.
Manel Ayadi, Nahla Ben Amor, Jérôme Lang, and Dominik Peters. In AAMAS '19.
PDF - Pareto-Optimal Allocation of Indivisible Goods
with Connectivity Constraints.
Ayumi Igarashi and Dominik Peters. In AAAI '19. Also presented at AI3.
PDF · arXiv · Conference Version · Slides - Almost Envy-Free Allocations with
Connected Bundles.
Vittorio Bilò, Ioannis Caragiannis, Michele Flammini, Ayumi Igarashi, Gianpiero Monaco, Dominik Peters, Cosimo Vinci, and William S. Zwicker. In ITCS '19.
PDF · arXiv · Proceedings Version · Slides
2018
- Proportionality and
Strategyproofness in Multiwinner Elections.
Dominik Peters. In AAMAS '18. Also presented at COMSOC '18.
PDF · Slides · Proceedings Version, see Erratum (2020) - Single-Peakedness and Total
Unimodularity: New Polynomial-Time Algorithms for Multi-Winner Elections.
Dominik Peters. In AAAI '18. Also presented at ADT '17.
PDF · Slides · arXiv · BibTeX - Effective Heuristics for Committee Scoring
Rules.
Piotr Faliszewski, Martin Lackner, Dominik Peters, and Nimrod Talmon. In AAAI '18.
PDF - On Recognising Nearly Single-Crossing
Preferences.
Florian Jaeckle, Dominik Peters, and Edith Elkind. In AAAI '18.
PDF
2017
- Computer-aided Methods for Social
Choice Theory.
Christian Geist and Dominik Peters. Chapter 13 in Trends in Computational Social Choice.
PDF - Structured Preferences.
Edith Elkind, Martin Lackner, and Dominik Peters. Chapter 10 in Trends in Computational Social Choice.
PDF - Optimal Bounds for the
No-Show Paradox via SAT Solving.
Felix Brandt, Christian Geist, and Dominik Peters. In Mathematical Social Sciences 90:18–27, 2017.
PDF · Journal · Poster · arXiv · AAMAS version · Replication Data · BibTeX - Condorcet's Principle and the
Preference Reversal Paradox.
Dominik Peters. In TARK '17.
PDF · Slides · BibTeX - Precise Complexity of the Core in Dichotomous and
Additive Hedonic Games.
Dominik Peters. In ADT '17.
PDF · Slides · arXiv · BibTeX - Fair Division of a Graph.
Sylvain Bouveret, Katarína Cechlárová, Edith Elkind, Ayumi Igarashi, and Dominik Peters. In IJCAI '17.
PDF · arXiv · BibTeX - Proportional Rankings.
Piotr Skowron, Martin Lackner, Markus Brill, Dominik Peters, and Edith Elkind. In IJCAI '17.
PDF · arXiv · BibTeX - Preferences Single-Peaked on a Circle.
Dominik Peters and Martin Lackner. In AAAI '17.
PDF · Poster · BibTeX - Group Activity Selection on Social
Networks.
Ayumi Igarashi, Dominik Peters, and Edith Elkind. In AAAI '17.
PDF · arXiv · Draft of journal version - Recognising Multidimensional Euclidean
Preferences.
Dominik Peters. In AAAI '17 and COMSOC '16.
PDF · AAAI version · Slides · arXiv · BibTeX
2016
- Preference Restrictions in Computational Social
Choice: Recent Progress.
Edith Elkind, Martin Lackner, and Dominik Peters. In IJCAI '16 (Early Career Spotlight Track).
PDF · BibTeX - Interdependent Scheduling Games.
A. Abeliuk, H. Aziz, G. Berbeglia, S. Gaspers, J. Gudmundsson, P. Stursberg, P. Kalina, N. Mattei, D. Peters, P. Van Hentenryck, T. Walsh. In IJCAI '16.
PDF · arXiv · BibTeX - Optimal Bounds for the No-Show
Paradox via SAT Solving.
Felix Brandt, Christian Geist, and Dominik Peters. In AAMAS '16 (Nominated for Best Paper Award).
PDF · also see journal version above - Preferences Single-Peaked on Nice Trees.
Dominik Peters and Edith Elkind. In AAAI '16.
PDF · Poster · BibTeX - Graphical Hedonic Games of Bounded
Treewidth.
Dominik Peters. In AAAI '16.
PDF · BibTeX - Complexity of Hedonic Games with Dichotomous
Preferences.
Dominik Peters. In AAAI '16.
PDF · Poster · BibTeX · Erratum (2022) - Towards Structural Tractability in Hedonic
Games. (Student Abstract)
Dominik Peters. In AAAI '16 Student Abstracts.
PDF · Poster