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Reasoning

2,428 papers (30 classified directly here)

Subtopics

Causal Inference (936) Automated Reasoning (843) Formal Methods (351) Automated Planning (288) Graph Embeddings (215)

Papers per year

11
11
272
299
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Papers (including subtopics)

Local Causal Discovery with Linear non-Gaussian Cyclic Models AISTATS 2024
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes AISTATS 2024
Multi-Domain Causal Representation Learning via Weak Distributional Invariances AISTATS 2024
Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models AISTATS 2024
Causal Discovery under Off-Target Interventions AISTATS 2024
Causal Modeling with Stationary Diffusions AISTATS 2024
General Identifiability and Achievability for Causal Representation Learning AISTATS 2024
An Impossibility Theorem for Node Embedding AISTATS 2024
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation AISTATS 2024
Faithful graphical representations of local independence AISTATS 2024
Reward-Relevance-Filtered Linear Offline Reinforcement Learning AISTATS 2024
Formal Verification of Unknown Stochastic Systems via Non-parametric Estimation AISTATS 2024
DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024
Membership Testing in Markov Equivalence Classes via Independence Queries AISTATS 2024
Self-Compatibility: Evaluating Causal Discovery without Ground Truth AISTATS 2024
Benchmarking Observational Studies with Experimental Data under Right-Censoring AISTATS 2024
Causal Q-Aggregation for CATE Model Selection AISTATS 2024
Policy Learning for Localized Interventions from Observational Data AISTATS 2024
Causal Bandits with General Causal Models and Interventions AISTATS 2024
Identifying Confounding from Causal Mechanism Shifts AISTATS 2024
Dual Likelihood for Causal Inference under Structure Uncertainty CLEAR 2024
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding COLING 2024
Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs? COLING 2024
Distilling Causal Effect of Data in Continual Few-shot Relation Learning COLING 2024
DocScript: Document-level Script Event Prediction COLING 2024