90 citations · 470 across the 39 of their papers we have counts for
10 papers · 1 filter
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems
Sahin Lale, Oguzhan Teke, Babak Hassibi +1
In many computational tasks and dynamical systems, asynchrony and randomization are naturally present and have been considered as ways to increase the speed and reduce the cost of…
Regret-optimal measurement-feedback control
Gautam Goel, Babak Hassibi
We consider measurement-feedback control in linear dynamical systems from the perspective of regret minimization. Unlike most prior work in this area, we focus on the problem of de…
Robustifying Binary Classification to Adversarial Perturbation
Fariborz Salehi, Babak Hassibi
Despite the enormous success of machine learning models in various applications, most of these models lack resilience to (even small) perturbations in their input data. Hence, new…
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
Logistic models are commonly used for binary classification tasks. The success of such models has often been attributed to their connection to maximum-likelihood estimators. It has…
Regret-optimal control in dynamic environments
Gautam Goel, Babak Hassibi
We consider control in linear time-varying dynamical systems from the perspective of regret minimization. Unlike most prior work in this area, we focus on the problem of designing…
Support Constrained Generator Matrices of Gabidulin Codes in Characteristic Zero
Hikmet Yildiz, Netanel Raviv, Babak Hassibi
Gabidulin codes over fields of characteristic zero were recently constructed by Augot et al., whenever the Galois group of the underlying field extension is cyclic. In parallel, th…