computational complexity

A Computational Separation between Private Learning and Online Learning NeurIPS 2020 Almost No News on the Complexity of MAP in Bayesian Networks PGM 2020 A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech Interspeech 2020 A simple repair mechanism can alleviate computational demands of pragmatic reasoning: simulations and complexity analysis CoNLL 2020 Complexity of Computing the Shapley Value in Games with Externalities AAAI 2020 Computational Aspects of Conditional Minisum Approval Voting in Elections with Interdependent Issues IJCAI 2020 Controllability of Control Argumentation Frameworks IJCAI 2020 Decidability and Complexity of Action-Based Temporal Planning over Dense Time AAAI 2020 Deciding Acceptance in Incomplete Argumentation Frameworks AAAI 2020 Election Control by Manipulating Issue Significance UAI 2020 Election Control in Social Networks via Edge Addition or Removal AAAI 2020 End-to-End ASR with Adaptive Span Self-Attention Interspeech 2020 Facility Location Problem with Capacity Constraints: Algorithmic and Mechanism Design Perspectives AAAI 2020 Fast Algorithms for Computational Optimal Transport and Wasserstein Barycenter AISTATS 2020 Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NeurIPS 2020 Impossibility Results for Grammar-Compressed Linear Algebra NeurIPS 2020 It’s Not What Machines Can Learn, It’s What We Cannot Teach ICML 2020 Lifting Preferences over Alternatives to Preferences over Sets of Alternatives: The Complexity of Recognizing Desirable Families of Sets AAAI 2020 Linear Dynamical Systems as a Core Computational Primitive NeurIPS 2020 Model Interpretability through the lens of Computational Complexity NeurIPS 2020 On Computational Aspects of Iterated Belief Change IJCAI 2020 O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers NeurIPS 2020 On the Complexity of Winner Verification and Candidate Winner for Multiwinner Voting Rules IJCAI 2020 On the (In)tractability of Computing Normalizing Constants for the Product of Determinantal Point Processes ICML 2020 On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm ICML 2020