Poster "missing data imputation" Papers

8 papers found

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Paper Type

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Inverse Methods for Missing Data Imputation

Hao Wang, zhengnan li, Zhichao Chen et al.

NEURIPS 2025

Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series

Ching Chang, Jeehyun Hwang, Yidan Shi et al.

NEURIPS 2025arXiv:2506.10412
6
citations

Minimizing $f$-Divergences by Interpolating Velocity Fields

Song Liu, Jiahao Yu, Jack Simons et al.

ICML 2024arXiv:2305.15577
6
citations

MS-TIP: Imputation Aware Pedestrian Trajectory Prediction

Pranav Singh Chib, Achintya Nath, Paritosh Kabra et al.

ICML 2024

Optimal Transport for Structure Learning Under Missing Data

Vy Vo, He Zhao, Trung Le et al.

ICML 2024arXiv:2402.15255
6
citations

Preventing Model Collapse in Gaussian Process Latent Variable Models

Ying Li, Zhidi Lin, Feng Yin et al.

ICML 2024arXiv:2404.01697
4
citations

Random features models: a way to study the success of naive imputation

Alexis Ayme, Claire Boyer, Aymeric Dieuleveut et al.

ICML 2024arXiv:2402.03839
7
citations

Regression Learning with Limited Observations of Multivariate Outcomes and Features

Yifan Sun, Grace Yi

ICML 2024