Reza Ghane

According to our database, Reza Ghane authored at least 15 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Precise Performance of Linear Denoisers in the Proportional Regime.

Reza Ghane, Danil Akhtiamov, Babak Hassibi

CoRR, March, 2026

Dual Space Preconditioning for Gradient Descent in the Overparameterized Regime.

Reza Ghane, Danil Akhtiamov, Babak Hassibi

CoRR, March, 2026

Implicit Bias and Convergence of Matrix Stochastic Mirror Descent.

Danil Akhtiamov, Reza Ghane, Omead Pooladzandi, Babak Hassibi

CoRR, February, 2026

Gaussian Universality for Diffusion Models.

Reza Ghane, Anthony Bao, Danil Akhtiamov, Babak Hassibi

IEEE Signal Process. Lett., 2026

2025

A Novel Gaussian Min-Max Theorem and Its Applications.

Danil Akhtiamov, David Bosch, Reza Ghane, Kanumuri Nithin Varma, Babak Hassibi

IEEE Trans. Inf. Theory, November, 2025

One-Bit Quantization for Random Features Models.

Danil Akhtiamov, Reza Ghane, Babak Hassibi

CoRR, October, 2025

A Precise Performance Analysis of the Randomized Singular Value Decomposition.

Danil Akhtiamov, Reza Ghane, Babak Hassibi

CoRR, October, 2025

Beyond Quadratic Costs: A Bregman Divergence Approach to H_∞ Control.

Joudi Hajar, Reza Ghane, Babak Hassibi

CoRR, May, 2025

Concentration of Measure for Distributions Generated via Diffusion Models.

Reza Ghane, Anthony Bao, Danil Akhtiamov, Babak Hassibi

CoRR, January, 2025

One-Bit Quantization and Sparsification for Multiclass Linear Classification With Strong Regularization.

Reza Ghane, Danil Akhtiamov, Babak Hassibi

IEEE Trans. Signal Process., 2025

Beyond Quadratic Costs in LQR: Bregman Divergence Control.

Babak Hassibi, Joudi Hajar, Reza Ghane

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

Beyond Quadratic Costs: A Bregman Divergence Approach to H∞ Control.

Joudi Hajar, Reza Ghane, Babak Hassibi

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2024

One-Bit Quantization and Sparsification for Multiclass Linear Classification via Regularized Regression.

Reza Ghane, Danil Akhtiamov, Babak Hassibi

CoRR, 2024

Universality in Transfer Learning for Linear Models.

Reza Ghane, Danil Akhtiamov, Babak Hassibi

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Regularized Linear Regression for Binary Classification.

Danil Akhtiamov, Reza Ghane, Babak Hassibi

Proceedings of the IEEE International Symposium on Information Theory, 2024