Artificial Intelligence

Papers
(The H4-Index of Artificial Intelligence is 31. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-10-01 to 2025-10-01.)
ArticleCitations
Online learning in sequential Bayesian persuasion: Handling unknown priors307
Knowledge-driven profile dynamics195
Drawing a map of elections168
A computational model of Ostrom's Institutional Analysis and Development framework144
Iterative voting with partial preferences89
Diagnosis of intermittent faults in Multi-Agent Systems: An SFL approach86
Polynomial combined first-order rewritings for linear and guarded existential rules84
Mitigating robust overfitting via self-residual-calibration regularization82
Transfer learning for collaborative recommendation with biased and unbiased data75
Primarily about primaries69
Manipulation and peer mechanisms: A survey56
An α-regret analysis of adversarial bilateral trade56
Hyper-heuristics for personnel scheduling domains53
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems52
Risk-averse autonomous systems: A brief history and recent developments from the perspective of optimal control51
Fair allocation of indivisible goods: Beyond additive valuations51
Defense coordination in security games: Equilibrium analysis and mechanism design50
Learning MAX-SAT from contextual examples for combinatorial optimisation50
The distortion of distributed metric social choice45
Weighted EF1 allocations for indivisible chores40
Estimating possible causal effects with latent variables via adjustment and novel rule orientation40
No free lunch theorem for privacy-preserving LLM inference40
Epistemic planning: Perspectives on the special issue37
An efficient algorithm for counting Markov equivalent DAGs36
(1+1) genetic programming with functionally complete instruction sets can evolve Boolean conjunctions and disjunctions with arbitrarily small error36
Accurate parameter estimation for safety-critical systems with unmodeled dynamics35
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes34
CBS-Budget (CBSB): A complete and bounded suboptimal search for multi-agent path finding32
Reward is enough32
Certified reinforcement learning with logic guidance31
The complexity landscape of claim-augmented argumentation frameworks31
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