Group symmetry and non-Gaussian covariance estimation. - Ilya Soloveychik; Ami Wiesel (GlobalSIP, 2013)

Covariance estimation in elliptical models with convex structure. - Ilya Soloveychik; Ami Wiesel (ICASSP, 2014)

Tyler's Covariance Matrix Estimator in Elliptical Models With Convex Structure. - Ilya Soloveychik; Ami Wiesel (IEEE Trans. Signal Process., 2014)

Joint inverse covariances estimation with mutual linear structure. - Ilya Soloveychik; Ami Wiesel (EUSIPCO, 2015)

Tyler's estimator performance analysis. - Ilya Soloveychik; Ami Wiesel (ICASSP, 2015)

Performance Analysis of Tyler's Covariance Estimator. - Ilya Soloveychik; Ami Wiesel (IEEE Trans. Signal Process., 2015)

A channel matching based hybrid analog-digital strategy for massive multi-user MIMO downlink systems. - Jianshu Zhang 002; Martin Haardt; Ilya Soloveychik; Ami Wiesel (SAM, 2016)

Gaussian and robust Kronecker product covariance estimation: Existence and uniqueness. - Ilya Soloveychik; Dmitry Trushin (J. Multivar. Anal., 2016)

Invariance Theory for Adaptive Detection in Interference With Group Symmetric Covariance Matrix. - Antonio De Maio; Danilo Orlando; Ilya Soloveychik; Ami Wiesel (IEEE Trans. Signal Process., 2016)

Group Symmetric Robust Covariance Estimation. - Ilya Soloveychik; Dmitry Trushin; Ami Wiesel (IEEE Trans. Signal Process., 2016)

Joint Covariance Estimation With Mutual Linear Structure. - Ilya Soloveychik; Ami Wiesel (IEEE Trans. Signal Process., 2016)

On the spectral norms of pseudo-wigner and related matrices. - Ilya Soloveychik; Vahid Tarokh (Allerton, 2017)

Pseudo-wigner matrices from dual BCH codes. - Ilya Soloveychik; Yu Xiang 004; Vahid Tarokh (ISIT, 2017)

Explicit symmetric pseudo-random matrices. - Ilya Soloveychik; Yu Xiang 004; Vahid Tarokh (ITW, 2017)

Joint Estimation of Inverse Covariance Matrices Lying in an Unknown Subspace. - Ilya Soloveychik; Ami Wiesel (IEEE Trans. Signal Process., 2017)

Stationary Geometric Graphical Model Selection. - Ilya Soloveychik; Vahid Tarokh (CoRR, 2018)

Pseudo-Wigner Matrices. - Ilya Soloveychik; Yu Xiang 004; Vahid Tarokh (IEEE Trans. Inf. Theory, 2018)

Symmetric Pseudo-Random Matrices. - Ilya Soloveychik; Yu Xiang 004; Vahid Tarokh (IEEE Trans. Inf. Theory, 2018)

Reliable Covariance Estimation. - Ilya Soloveychik (CoRR, 2020)

Lower Bounds on the Error Probability for Invariant Causal Prediction. - Austin Goddard; Yu Xiang 004; Ilya Soloveychik (MLSP, 2022)

Block Format Error Bounds and Optimal Block Size Selection. - Ilya Soloveychik; Ilya Lyubomirsky; Xin Wang; Sudeep Bhoja (CoRR, 2022)

Identifying Direct Causes Using Intervened Target Variable. - Kang Du; Yu Xiang 004; Ilya Soloveychik (ACSSC, 2023)

Error Probability Bounds for Invariant Causal Prediction via Multiple Access Channels. - Austin Goddard; Yu Xiang 004; Ilya Soloveychik (ACSSC, 2023)

Region selection in Markov random fields: Gaussian case. - Ilya Soloveychik; Vahid Tarokh (J. Multivar. Anal., 2023)

A Robust Test for Elliptical Symmetry. - Ilya Soloveychik (IEEE Trans. Signal Process., 2023)

Post Training Quantization of Large Language Models with Microscaling Formats. - Sayeh Sharify; Utkarsh Saxena; Zifei Xu; Wanzin Yazar; Ilya Soloveychik; Xin Wang (ENLSP, 2024)

Keyformer: KV Cache reduction through key tokens selection for Efficient Generative Inference. - Muhammad Adnan; Akhil Arunkumar; Gaurav Jain; Prashant J. Nair; Ilya Soloveychik; Purushotham Kamath (MLSys, 2024)

Accurate Block Quantization in LLMs with Outliers. - Nikita Trukhanov; Ilya Soloveychik (CoRR, 2024)

SLaNC: Static LayerNorm Calibration. - Mahsa Salmani; Nikita Trukhanov; Ilya Soloveychik (CoRR, 2024)

LLM Inference Acceleration via Efficient Operation Fusion. - Mahsa Salmani; Ilya Soloveychik (CoRR, 2025)