Reasoning

Identification for Tree-Shaped Structural Causal Models in Polynomial Time AAAI 2024 Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model AAAI 2024 Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants AAAI 2024 Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching AAAI 2024 Identifying Causal Changes Between Linear Structural Equation Models UAI 2024 Identifying Causal Effects Under Functional Dependencies NeurIPS 2024 Identifying Confounding from Causal Mechanism Shifts AISTATS 2024 Identifying General Mechanism Shifts in Linear Causal Representations NeurIPS 2024 Identifying Total Causal Effects in Linear Models under Partial Homoscedasticity PGM 2024 Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning ACL 2024 Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach ICML 2024 Individual Causal Structure Learning from Population Data IJCAI 2024 Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation AAAI 2024 Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NeurIPS 2024 INFORMEDQX: Informed Conflict Detection for Over-Constrained Problems AAAI 2024 Instantiations and Computational Aspects of Non-Flat Assumption-based Argumentation IJCAI 2024 Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders AAAI 2024 Integrated Systems for Computational Scientific Discovery AAAI 2024 Integrating Planning and Deep Reinforcement Learning via Automatic Induction of Task Substructures ICLR 2024 Intention Progression with Temporally Extended Goals IJCAI 2024 Interactive Theorem Provers: Applications in AI, Opportunities, and Challenges AAAI 2024 Interventional Causal Discovery in a Mixture of DAGs NeurIPS 2024 Intervention and Conditioning in Causal Bayesian Networks NeurIPS 2024 Invariant Causal Prediction with Local Models UAI 2024 IronSpec: Increasing the Reliability of Formal Specifications OSDI 2024