Ilya Soloveychik

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 25

Top Topics

Covariance Matrices

Multiple Access

Error Probability

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Inf. Theory

Publications

Muhammad Adnan, Akhil Arunkumar, Gaurav Jain, Prashant J. Nair, Ilya Soloveychik, Purushotham Kamath
Keyformer: KV Cache Reduction through Key Tokens Selection for Efficient Generative Inference. CoRR (2024)
Nikita Trukhanov, Ilya Soloveychik
Accurate Block Quantization in LLMs with Outliers. CoRR (2024)
Muhammad Adnan, Akhil Arunkumar, Gaurav Jain, Prashant J. Nair, Ilya Soloveychik, Purushotham Kamath
Keyformer: KV Cache reduction through key tokens selection for Efficient Generative Inference. MLSys (2024)
Austin Goddard, Yu Xiang, Ilya Soloveychik
Error Probability Bounds for Invariant Causal Prediction via Multiple Access Channels. CoRR (2023)
Austin Goddard, Yu Xiang, Ilya Soloveychik
Error Probability Bounds for Invariant Causal Prediction via Multiple Access Channels. ACSSC (2023)
Ilya Soloveychik
A Robust Test for Elliptical Symmetry. IEEE Trans. Signal Process. 71 (2023)
Ilya Soloveychik, Vahid Tarokh
Region selection in Markov random fields: Gaussian case. J. Multivar. Anal. 196 (2023)
Kang Du, Yu Xiang, Ilya Soloveychik
Identifying Direct Causes Using Intervened Target Variable. ACSSC (2023)
Austin Goddard, Yu Xiang, Ilya Soloveychik
Lower Bounds on the Error Probability for Invariant Causal Prediction. MLSP (2022)
Austin Goddard, Yu Xiang, Ilya Soloveychik
Lower Bounds on the Error Probability for Invariant Causal Prediction. CoRR (2022)
Ilya Soloveychik, Ilya Lyubomirsky, Xin Wang, Sudeep Bhoja
Block Format Error Bounds and Optimal Block Size Selection. CoRR (2022)
Ilya Soloveychik
Reliable Covariance Estimation. CoRR (2020)
Ilya Soloveychik, Yu Xiang, Vahid Tarokh
Symmetric Pseudo-Random Matrices. IEEE Trans. Inf. Theory 64 (4) (2018)
Ilya Soloveychik, Vahid Tarokh
Stationary Geometric Graphical Model Selection. CoRR (2018)
Ilya Soloveychik, Yu Xiang, Vahid Tarokh
Pseudo-Wigner Matrices. IEEE Trans. Inf. Theory 64 (4) (2018)
Ilya Soloveychik, Yu Xiang, Vahid Tarokh
Pseudo-wigner matrices from dual BCH codes. ISIT (2017)
Ilya Soloveychik, Vahid Tarokh
On the spectral norms of pseudo-wigner and related matrices. Allerton (2017)
Ilya Soloveychik, Yu Xiang, Vahid Tarokh
Pseudo-Wigner Matrices from Dual BCH Codes. CoRR (2017)
Ilya Soloveychik, Yu Xiang, Vahid Tarokh
Explicit symmetric pseudo-random matrices. ITW (2017)
Ilya Soloveychik, Ami Wiesel
Joint Estimation of Inverse Covariance Matrices Lying in an Unknown Subspace. IEEE Trans. Signal Process. 65 (9) (2017)
Antonio De Maio, Danilo Orlando, Ilya Soloveychik, Ami Wiesel
Invariance Theory for Adaptive Detection in Interference With Group Symmetric Covariance Matrix. IEEE Trans. Signal Process. 64 (23) (2016)
Jianshu Zhang, Martin Haardt, Ilya Soloveychik, Ami Wiesel
A channel matching based hybrid analog-digital strategy for massive multi-user MIMO downlink systems. SAM (2016)
Ilya Soloveychik, Dmitry Trushin
Gaussian and robust Kronecker product covariance estimation: Existence and uniqueness. J. Multivar. Anal. 149 (2016)
Ilya Soloveychik, Ami Wiesel
Joint Covariance Estimation With Mutual Linear Structure. IEEE Trans. Signal Process. 64 (6) (2016)
Ilya Soloveychik, Dmitry Trushin, Ami Wiesel
Group Symmetric Robust Covariance Estimation. IEEE Trans. Signal Process. 64 (1) (2016)
Ilya Soloveychik, Ami Wiesel
Joint covariance estimation with mutual linear structure. ICASSP (2015)
Ilya Soloveychik, Ami Wiesel
Performance Analysis of Tyler's Covariance Estimator. IEEE Trans. Signal Process. 63 (2) (2015)
Ilya Soloveychik, Ami Wiesel
Joint inverse covariances estimation with mutual linear structure. EUSIPCO (2015)
Ilya Soloveychik, Ami Wiesel
Tyler's estimator performance analysis. ICASSP (2015)
Ilya Soloveychik, Ami Wiesel
Covariance estimation in elliptical models with convex structure. ICASSP (2014)
Ilya Soloveychik, Ami Wiesel
Tyler's Covariance Matrix Estimator in Elliptical Models With Convex Structure. IEEE Trans. Signal Process. 62 (20) (2014)
Ilya Soloveychik, Ami Wiesel
Group symmetry and non-Gaussian covariance estimation. GlobalSIP (2013)