Reza Ghane

19 papers A* 1B 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dual Space Preconditioning for Gradient Descent in the Overparameterized Regime.
CoRR
Reza Ghane, Danil Akhtiamov, Babak Hassibi
2026 J jnl
Gaussian Universality for Diffusion Models.
IEEE Signal Process. Lett.
Reza Ghane, Anthony Bao, Danil Akhtiamov, Babak Hassibi
2026 J jnl
Implicit Bias and Convergence of Matrix Stochastic Mirror Descent.
CoRR
Danil Akhtiamov, Reza Ghane, Omead Pooladzandi, Babak Hassibi
2026 J jnl
Precise Performance of Linear Denoisers in the Proportional Regime.
CoRR
Reza Ghane, Danil Akhtiamov, Babak Hassibi
2025 J jnl
A Novel Gaussian Min-Max Theorem and Its Applications.
IEEE Trans. Inf. Theory
Danil Akhtiamov, David Bosch, Reza Ghane, Kanumuri Nithin Varma, Babak Hassibi
2025 J jnl
A Precise Performance Analysis of the Randomized Singular Value Decomposition.
CoRR
Danil Akhtiamov, Reza Ghane, Babak Hassibi
2025 — conf
Beyond Quadratic Costs in LQR: Bregman Divergence Control.
CDC
Babak Hassibi, Joudi Hajar, Reza Ghane
2025 J jnl
Beyond Quadratic Costs in LQR: Bregman Divergence Control.
CoRR
Babak Hassibi, Joudi Hajar, Reza Ghane
2025 J jnl
Beyond Quadratic Costs: A Bregman Divergence Approach to H
CoRR
Joudi Hajar, Reza Ghane, Babak Hassibi
2025 — conf
Beyond Quadratic Costs: A Bregman Divergence Approach to H∞ Control.
CDC
Joudi Hajar, Reza Ghane, Babak Hassibi
2025 J jnl
Concentration of Measure for Distributions Generated via Diffusion Models.
CoRR
Reza Ghane, Anthony Bao, Danil Akhtiamov, Babak Hassibi
2025 J jnl
One-Bit Quantization and Sparsification for Multiclass Linear Classification With Strong Regularization.
IEEE Trans. Signal Process.
Reza Ghane, Danil Akhtiamov, Babak Hassibi
2025 J jnl
One-Bit Quantization for Random Features Models.
CoRR
Danil Akhtiamov, Reza Ghane, Babak Hassibi
2024 J jnl
A Novel Gaussian Min-Max Theorem and its Applications.
CoRR
Danil Akhtiamov, David Bosch, Reza Ghane, Kanumuri Nithin Varma, Babak Hassibi
2024 J jnl
One-Bit Quantization and Sparsification for Multiclass Linear Classification via Regularized Regression.
CoRR
Reza Ghane, Danil Akhtiamov, Babak Hassibi
2024 B conf
Regularized Linear Regression for Binary Classification.
ISIT
Danil Akhtiamov, Reza Ghane, Babak Hassibi
2024 A* conf
Universality in Transfer Learning for Linear Models.
NeurIPS
Reza Ghane, Danil Akhtiamov, Babak Hassibi
2024 J jnl
Universality in Transfer Learning for Linear Models.
CoRR
Reza Ghane, Danil Akhtiamov, Babak Hassibi
2023 J jnl
Regularized Linear Regression for Binary Classification.
CoRR
Danil Akhtiamov, Reza Ghane, Babak Hassibi