conftrace_

kolmogorov complexity

9 papers

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Co-occurring keywords

minimum description length (46) causal discovery (460) sequential transfer (3) pac-bayesian analysis (16) task relatedness (12) non-parametric learning (14) neural network regularization (24) generative model (2892) generalization bound (652) latent variable model (564)

Papers

Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning AAAI 2026
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024
Causal Discovery from Event Sequences by Local Cause-Effect Attribution NIPS 2024
Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings NIPS 2023
Few-Shot Non-Parametric Learning with Deep Latent Variable Model NIPS 2022
Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization NIPS 2021
Discovering Fully Oriented Causal Networks AAAI 2021
Bad Universal Priors and Notions of Optimality COLT 2015
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations NIPS 2007