"covariance estimation" Papers

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Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression

Megh Shukla, Aziz Shameem, Mathieu Salzmann et al.

ICLR 2025posterarXiv:2502.10587
3
citations

Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference

Dongyan Huo, Yudong Chen, Qiaomin Xie

AAAI 2024paperarXiv:2312.10894
4
citations

TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression

Megh Shukla, Mathieu Salzmann, Alexandre Alahi

ICML 2024poster