complexity theory

Circuit Complexity Bounds for RoPE-based Transformer Architecture EMNLP 2025 Computing Game Symmetries and Equilibria That Respect Them AAAI 2025 Inapproximability of Optimal Multi-Agent Pathfinding Problems AAAI 2025 Intelligence at the Edge of Chaos ICLR 2025 Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory ICLR 2025 The Complexity of Two-Team Polymatrix Games with Independent Adversaries ICLR 2025 Tokenisation is NP-Complete ACL 2025 Transformer Encoder Satisfiability: Complexity and Impact on Formal Reasoning ICLR 2025 An Approximate Skolem Function Counter AAAI 2024 Auditable Algorithms for Approximate Model Counting AAAI 2024 Revisiting Causal Discovery from a Complexity-Theoretic Perspective IJCAI 2024 Solving Quantified Boolean Formulas with Few Existential Variables IJCAI 2024 Complexity Results and Exact Algorithms for Fair Division of Indivisible Items: A Survey IJCAI 2023 Inconsistent Cores for ASP: The Perks and Perils of Non-monotonicity AAAI 2023 Not all Strongly Rayleigh Distributions Have Small Probabilistic Generating Circuits ICML 2023 Pseudointelligence: A Unifying Lens on Language Model Evaluation EMNLP 2023 On the Complexity of Inductively Learning Guarded Clauses AAAI 2022 A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems AAAI 2021 A Theory of the Risk for Optimization with Relaxation and its Application to Support Vector Machines JMLR 2021 Choosing the Right Algorithm With Hints From Complexity Theory IJCAI 2021 Computational Analyses of the Electoral College: Campaigning Is Hard But Approximately Manageable AAAI 2021 On the Complexity of Sum-of-Products Problems over Semirings AAAI 2021 Unconstrained MAP Inference, Exponentiated Determinantal Point Processes, and Exponential Inapproximability AISTATS 2021 Unitary Branching Programs: Learnability and Lower Bounds ICML 2021 Model Interpretability through the lens of Computational Complexity NeurIPS 2020