Ilya Soloveychik

CoRR, 2024

Accurate Block Quantization in LLMs with Outliers.

[BibT_eX]

[DOI]

Nikita Trukhanov

CoRR, 2024

Keyformer: KV Cache reduction through key tokens selection for Efficient Generative Inference.

[BibT_eX]

[DOI]

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023

A Robust Test for Elliptical Symmetry.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Region selection in Markov random fields: Gaussian case.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2023

Error Probability Bounds for Invariant Causal Prediction via Multiple Access Channels.

[BibT_eX]

[DOI]

Austin Goddard

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Identifying Direct Causes Using Intervened Target Variable.

[BibT_eX]

[DOI]

Kang Du

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Block Format Error Bounds and Optimal Block Size Selection.

[BibT_eX]

[DOI]

CoRR, 2022

Lower Bounds on the Error Probability for Invariant Causal Prediction.

[BibT_eX]

[DOI]

Austin Goddard

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

2020

Reliable Covariance Estimation.

[BibT_eX]

[DOI]

CoRR, 2020

2018

Symmetric Pseudo-Random Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Pseudo-Wigner Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Stationary Geometric Graphical Model Selection.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Joint Estimation of Inverse Covariance Matrices Lying in an Unknown Subspace.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Explicit symmetric pseudo-random matrices.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Pseudo-wigner matrices from dual BCH codes.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

On the spectral norms of pseudo-wigner and related matrices.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Joint Covariance Estimation With Mutual Linear Structure.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Group Symmetric Robust Covariance Estimation.

[BibT_eX]

[DOI]

Dmitry Trushin

IEEE Trans. Signal Process., 2016

Invariance Theory for Adaptive Detection in Interference With Group Symmetric Covariance Matrix.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Gaussian and robust Kronecker product covariance estimation: Existence and uniqueness.

[BibT_eX]

[DOI]

Dmitry Trushin

J. Multivar. Anal., 2016

A channel matching based hybrid analog-digital strategy for massive multi-user MIMO downlink systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2015

Performance Analysis of Tyler's Covariance Estimator.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Tyler's estimator performance analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Joint inverse covariances estimation with mutual linear structure.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Tyler's Covariance Matrix Estimator in Elliptical Models With Convex Structure.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Covariance estimation in elliptical models with convex structure.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Group symmetry and non-Gaussian covariance estimation.

[BibT_eX]

[DOI]