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Pekka Marttinen

Identifying latent state transition in non-linear dynamical systems

Jun 06, 2024
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Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities

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May 30, 2024
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Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics

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May 30, 2024
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Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search

May 24, 2024
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Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems

May 11, 2024
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Improving Medical Multi-modal Contrastive Learning with Expert Annotations

Mar 15, 2024
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Mixture of Coupled HMMs for Robust Modeling of Multivariate Healthcare Time Series

Nov 14, 2023
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Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics

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Nov 06, 2023
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Content Reduction, Surprisal and Information Density Estimation for Long Documents

Sep 12, 2023
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Identifiable causal inference with noisy treatment and no side information

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Jun 18, 2023
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