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. My main focus is on designing decision procedures that satisfy proportionality, where each voter has equal influence on the outcome. In particular, I'm interested in how organisations can decide how to divide their budgets among competing projects using proportional voting rules. I also enjoy proving impossibility theorems in voting theory using computer-aided methods involving SAT solvers.
My bio:
- 2022–indefinite: CNRS
- 2021–22: Postdoc with Nisarg Shah at the University of Toronto
- 2020–21: Postdoc with Ariel Procaccia at Harvard University
- 2019–20: Postdoc with Ariel Procaccia at Carnegie Mellon University
- 2015–19: Doctor of Philosophy in Computer Science (DPhil) at the University of Oxford, supervised by Edith Elkind, as a member of Balliol College
- 2011–15: 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: 2022-11-19 News. We have just uploaded a much improved version of our NeurIPS'21 paper on the Method of Equal Shares, now featuring more examples, pseudocode, and improved presentation. Please check it out!
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
☰ Show only papers about..
Survey NEW
- Preference Restrictions in Computational Social Choice: A Survey.
Edith Elkind, Martin Lackner, and Dominik Peters. Manuscript, 116 pages, May 2022.
PDF · arXiv - Participatory Budgeting: A Survey.
Dominik Peters. Slides of Dagstuhl Talk, July 2022. Updated November 2022.
PDF · PSE version · OSGAD version
Method of Equal Shares UPDATED
- Proportional Participatory
Budgeting with Additive Utilities.
Dominik Peters, Grzegorz Pierczyński, and Piotr Skowron.
PDF (Updated October 2022) · arXiv
2023
- Rank Aggregation Using Scoring Rules.
Niclas Boehmer, Robert Bredereck, and Dominik Peters. In AAAI '23, accepted.
PDF (Manuscript) · arXiv
2022
- Portioning using Ordinal Preferences: Fairness and
Efficiency.
Stéphane Airiau, Haris Aziz, Ioannis Caragiannis, Justin Kruger, Jérôme Lang, and Dominik Peters. Artificial Intelligence (AIJ), 2022, 103809.
PDF · Journal - Approval Voting under Dichotomous Preferences: A Catalogue of
Characterizations.
Florian Brandl and Dominik Peters. Journal of Economic Theory, 2022, 105532.
PDF · Journal - 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.
PDF · Journal · 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 · arXiv - 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 - Robust Rent Division.
Dominik Peters, Ariel D. Procaccia, and David Zhu. NeurIPS '22.
PDF · Demo - 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 · see also journal version above - Proportional Participatory
Budgeting with Additive Utilities.
Dominik Peters, Grzegorz Pierczyński, and Piotr Skowron. In NeurIPS '21.
PDF (Updated October 2022) · Proceedings version · 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, Gregory 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 (Updated October 2022) · arXiv - Approval-Based Apportionment.
Markus Brill, Paul Gölz, Dominik Peters, Ulrike Schmidt-Kraepelin, and Kai-Henning Wilker. In AAAI '20.
PDF · arXiv · see also journal version above - 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 · see also journal version above - Correlating Preferences and Attributes: Nearly
Single-Crossing Profiles.
Foram Lakhani, Dominik Peters, and Edith Elkind. In IJCAI '19.
PDF · Full Version - Truthful Aggregation of Budget Proposals.
Rupert Freeman, David M. Pennock, Dominik Peters, and Jennifer Wortman Vaughan. In EC '19.
PDF · arXiv · Demo · see also journal version above - 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 · see also journal version above
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 · arXiv · Replication Data · I recommend my thesis version with an improved proof - 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 · see also journal version above - 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 · see also journal version · see also thesis version - Preferences Single-Peaked on Nice Trees.
Dominik Peters and Edith Elkind. In AAAI '16.
PDF · Poster · see also journal version above - Graphical Hedonic Games of Bounded
Treewidth.
Dominik Peters. In AAAI '16.
PDF · BibTeX · Erratum: Theorems 5 and 6 are wrong; see ESA 2022 paper. - 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