conftrace_

minimum description length

46 papers

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Also known as

MDL

Co-occurring keywords

causal discovery (460) representation learning (6206) event sequence (55) model selection (456) causal inference (1630) unsupervised learning (3264) neural network (6616) kolmogorov complexity (9) variational inference (2069) learning theory (519)

Papers

Causal Discovery from Interval-Based Event Sequences AAAI 2026
Recursive numeral systems are highly regular and easy to process EACL 2026
RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning ACL 2026
SEQRET: Mining Rule Sets from Event Sequences AAAI 2026
SPACETIME: Causal Discovery from Non-Stationary Time Series AAAI 2025
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024
Unsupervised Change Point Detection in Multivariate Time Series AISTATS 2024
MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning ACL 2024
Learning MDL Logic Programs from Noisy Data AAAI 2024
What Are the Rules? Discovering Constraints from Data AAAI 2024
Discovering Sequential Patterns with Predictable Inter-event Delays AAAI 2024
Learning Conditional Preference Networks: An Approach Based on the Minimum Description Length Principle IJCAI 2024
Causal Discovery from Event Sequences by Local Cause-Effect Attribution NIPS 2024
Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length ACL 2024
Conditional Density Estimation with Histogram Trees NIPS 2024
Minimum Description Length and Generalization Guarantees for Representation Learning NIPS 2023
Learning the Finer Things: Bayesian Structure Learning at the Instantiation Level AAAI 2023
Causal Discovery with Hidden Confounders using the Algorithmic Markov Condition UAI 2023
Revisiting minimum description length complexity in overparameterized models JMLR 2023
Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments AAAI 2023
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference NIPS 2022
Learning Cluster Causal Diagrams: An Information-Theoretic Approach IJCAI 2022
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors ICML 2022
Causal Discovery in Hawkes Processes by Minimum Description Length AAAI 2022
Discovering Interpretable Data-to-Sequence Generators AAAI 2022