Babak Hassibi

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 218

Top Venues

CoRR

ISIT

ICASSP

IEEE Trans. Inf. Theory

Publications

Danil Akhtiamov, David Bosch, Reza Ghane, K. Nithin Varma, Babak Hassibi
A Novel Gaussian Min-Max Theorem and its Applications. CoRR (2024)
Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi
Infinite-Horizon Distributionally Robust Regret-Optimal Control. CoRR (2024)
Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi
Wasserstein distributionally robust regret-optimal control over infinite-horizon. L4DC (2024)
Reza Ghane, Danil Akhtiamov, Babak Hassibi
One-Bit Quantization and Sparsification for Multiclass Linear Classification via Regularized Regression. CoRR (2024)
Barron Han, Oron Sabag, Victoria Kostina, Babak Hassibi
Coded Kalman Filtering over MIMO Gaussian Channels with Feedback. CoRR (2024)
Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi
Distributionally Robust Kalman Filtering over Finite and Infinite Horizon. CoRR (2024)
Vikrant Malik, Taylan Kargin, Victoria Kostina, Babak Hassibi
A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance. CoRR (2024)
Barron Han, Oron Sabag, Victoria Kostina, Babak Hassibi
Coded Kalman Filtering Over Gaussian Channels with Feedback. CoRR (2023)
Oron Sabag, Peida Tian, Victoria Kostina, Babak Hassibi
Reducing the LQG Cost With Minimal Communication. IEEE Trans. Autom. Control. 68 (9) (2023)
Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi
Wasserstein Distributionally Robust Regret-Optimal Control in the Infinite-Horizon. CoRR (2023)
Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi
Thompson Sampling for Partially Observable Linear-Quadratic Control. ACC (2023)
Taylan Kargin, Fariborz Salehi, Babak Hassibi
Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models. ICASSP (2023)
Oron Sabag, Victoria Kostina, Babak Hassibi
Feedback Capacity of MIMO Gaussian Channels. IEEE Trans. Inf. Theory 69 (10) (2023)
Danil Akhtiamov, Babak Hassibi
The Generalization Error of Stochastic Mirror Descent on Over-Parametrized Linear Models. CoRR (2023)
Gautam Goel, Babak Hassibi
Regret-Optimal Estimation and Control. IEEE Trans. Autom. Control. 68 (5) (2023)
K. Nithin Varma, Sahin Lale, Babak Hassibi
The Asymptotic Distribution of the Stochastic Mirror Descent Iterates in Linear Models. ISIT (2023)
Gautam Goel, Babak Hassibi
Competitive Control. IEEE Trans. Autom. Control. 68 (9) (2023)
David Bosch, Ashkan Panahi, Babak Hassibi
Precise Asymptotic Analysis of Deep Random Feature Models. COLT (2023)
Joudi Hajar, Oron Sabag, Babak Hassibi
Regret-Optimal Control under Partial Observability. CoRR (2023)
David Bosch, Ashkan Panahi, Babak Hassibi
Precise Asymptotic Analysis of Deep Random Feature Models. CoRR (2023)
Barron Han, Oron Sabag, Victoria Kostina, Babak Hassibi
Coded Kalman Filtering Over Gaussian Channels with Feedback. Allerton (2023)
Joudi Hajar, Taylan Kargin, Babak Hassibi
Wasserstein Distributionally Robust Regret-Optimal Control under Partial Observability. Allerton (2023)
Danil Akhtiamov, Reza Ghane, Babak Hassibi
Regularized Linear Regression for Binary Classification. CoRR (2023)
Taylan Kargin, Fariborz Salehi, Babak Hassibi
Stochastic Mirror Descent in Average Ensemble Models. CoRR (2022)
Navid Azizan, Sahin Lale, Babak Hassibi
Stochastic Mirror Descent on Overparameterized Nonlinear Models. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Navid Azizan, Sahin Lale, Babak Hassibi
Explicit Regularization via Regularizer Mirror Descent. CoRR (2022)
Ahmed Douik, Babak Hassibi
Low-Rank Riemannian Optimization for Graph-Based Clustering Applications. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Animashree Anandkumar
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems. AISTATS (2022)
Oron Sabag, Sahin Lale, Babak Hassibi
Competitive-Ratio and Regret-Optimal Control with General Weights. CDC (2022)
Chung-Yi Lin, Victoria Kostina, Babak Hassibi
Differentially Quantized Gradient Methods. IEEE Trans. Inf. Theory 68 (9) (2022)
Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi
Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control. CoRR (2022)
Farshad Lahouti, Victoria Kostina, Babak Hassibi
How to Query an Oracle? Efficient Strategies to Label Data. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Oron Sabag, Victoria Kostina, Babak Hassibi
Feedback capacity of Gaussian channels with memory. CoRR (2022)
Gautam Goel, Babak Hassibi
The Power of Linear Controllers in LQR Control. CDC (2022)
Oron Sabag, Sahin Lale, Babak Hassibi
Optimal Competitive-Ratio Control. CoRR (2022)
Oron Sabag, Victoria Kostina, Babak Hassibi
Feedback Capacity of Gaussian Channels with Memory. ISIT (2022)
Oron Sabag, Babak Hassibi
Regret-Optimal Filtering for Prediction and Estimation. IEEE Trans. Signal Process. 70 (2022)
Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Animashree Anandkumar, Babak Hassibi
Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control. COLT (2022)
Gautam Goel, Babak Hassibi
Online Estimation and Control with Optimal Pathlength Regret. L4DC (2022)
Oron Sabag, Peida Tian, Victoria Kostina, Babak Hassibi
Reducing the LQG Cost with Minimal Communication. CoRR (2021)
Chung-Yi Lin, Victoria Kostina, Babak Hassibi
Differentially Quantized Gradient Descent. ISIT (2021)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting. ACC (2021)
Oron Sabag, Victoria Kostina, Babak Hassibi
Feedback Capacity of MIMO Gaussian Channels. ISIT (2021)
Mohammed H. Alsharif, Ahmed Douik, Mohanad Ahmed, Tareq Y. Al-Naffouri, Babak Hassibi
Manifold Optimization for High-Accuracy Spatial Location Estimation Using Ultrasound Waves. IEEE Trans. Signal Process. 69 (2021)
Oron Sabag, Babak Hassibi
Regret-Optimal Filtering. CoRR (2021)
Victoria Kostina, Babak Hassibi
The CEO Problem With Inter-Block Memory. IEEE Trans. Inf. Theory 67 (12) (2021)
Sahin Lale, Oguzhan Teke, Babak Hassibi, Anima Anandkumar
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems. L4DC (2021)
Gautam Goel, Babak Hassibi
Online estimation and control with optimal pathlength regret. CoRR (2021)
Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi
Regret-Optimal Full-Information Control. CoRR (2021)
Gautam Goel, Babak Hassibi
Regret-optimal measurement-feedback control. L4DC (2021)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems. CoRR (2021)
Oron Sabag, Babak Hassibi
Regret-Optimal Filtering. AISTATS (2021)
Oron Sabag, Victoria Kostina, Babak Hassibi
Feedback Capacity of MIMO Gaussian Channels. CoRR (2021)
Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi
Regret-Optimal Controller for the Full-Information Problem. ACC (2021)
Gautam Goel, Babak Hassibi
Regret-optimal Estimation and Control. CoRR (2021)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems. L4DC (2021)
Gautam Goel, Babak Hassibi
Competitive Control. CoRR (2021)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Model Learning Predictive Control in Nonlinear Dynamical Systems. CDC (2021)
Farshad Lahouti, Victoria Kostina, Babak Hassibi
How to Query An Oracle? Efficient Strategies to Label Data. CoRR (2021)
Chung-Yi Lin, Victoria Kostina, Babak Hassibi
Achieving the fundamental convergence-communication tradeoff with Differentially Quantized Gradient Descent. CoRR (2020)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data. CoRR (2020)
Fariborz Salehi, Babak Hassibi
Robustifying Binary Classification to Adversarial Perturbation. CoRR (2020)
Oron Sabag, Victoria Kostina, Babak Hassibi
Stabilizing Dynamical Systems with Fixed-Rate Feedback using Constrained Quantizers. ISIT (2020)
Hikmet Yildiz, Netanel Raviv, Babak Hassibi
Support Constrained Generator Matrices of Gabidulin Codes in Characteristic Zero. ISIT (2020)
Ahmed Douik, Xing Liu, Tarig Ballal, Tareq Y. Al-Naffouri, Babak Hassibi
Precise 3-D GNSS Attitude Determination Based on Riemannian Manifold Optimization Algorithms. IEEE Trans. Signal Process. 68 (2020)
Philipp Walk, Peter Jung, Babak Hassibi, Hamid Jafarkhani
MOCZ for Blind Short-Packet Communication: Practical Aspects. IEEE Trans. Wirel. Commun. 19 (10) (2020)
Ahmed Douik, Babak Hassibi
Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization. ITA (2020)
Gautam Goel, Babak Hassibi
The Power of Linear Controllers in LQR Control. CoRR (2020)
Hikmet Yildiz, Netanel Raviv, Babak Hassibi
Support Constrained Generator Matrices of Gabidulin Codes in Characteristic Zero. CoRR (2020)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Regret Minimization in Partially Observable Linear Quadratic Control. CoRR (2020)
Hikmet Yildiz, Babak Hassibi
Gabidulin Codes With Support Constrained Generator Matrices. IEEE Trans. Inf. Theory 66 (6) (2020)
Victoria Kostina, Babak Hassibi
Fundamental limits of distributed tracking. ISIT (2020)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems. NeurIPS (2020)
Gautam Goel, Babak Hassibi
Regret-optimal measurement-feedback control. CoRR (2020)
Navid Azizan, Sahin Lale, Babak Hassibi
A Study of Generalization of Stochastic Mirror Descent Algorithms on Overparameterized Nonlinear Models. ICASSP (2020)
Gautam Goel, Babak Hassibi
Regret-optimal control in dynamic environments. CoRR (2020)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Explore More and Improve Regret in Linear Quadratic Regulators. CoRR (2020)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Regret Bound of Adaptive Control in Linear Quadratic Gaussian (LQG) Systems. CoRR (2020)
Sahin Lale, Oguzhan Teke, Babak Hassibi, Anima Anandkumar
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems. CoRR (2020)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
The Performance Analysis of Generalized Margin Maximizers on Separable Data. ICML (2020)
Oron Sabag, Peida Tian, Victoria Kostina, Babak Hassibi
The Minimal Directed Information Needed to Improve the LQG Cost. CDC (2020)
Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems. CoRR (2020)
Philipp Walk, Peter Jung, Babak Hassibi
MOCZ for Blind Short-Packet Communication: Basic Principles. IEEE Trans. Wirel. Commun. 18 (11) (2019)
Hikmet Yildiz, Babak Hassibi
Gabidulin Codes with Support Constrained Generator Matrices. CoRR (2019)
Navid Azizan Ruhi, Farshad Lahouti, Amir Salman Avestimehr, Babak Hassibi
Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus. IEEE Trans. Signal Process. 67 (14) (2019)
Navid Azizan, Babak Hassibi
A Stochastic Interpretation of Stochastic Mirror Descent: Risk-Sensitive Optimality. CDC (2019)
Navid Azizan Ruhi, Babak Hassibi
A Characterization of Stochastic Mirror Descent Algorithms and Their Convergence Properties. ICASSP (2019)
Navid Azizan Ruhi, Babak Hassibi
Stochastic Gradient/Mirror Descent: Minimax Optimality and Implicit Regularization. ICLR (Poster) (2019)
Ehsan Abbasi, Fariborz Salehi, Babak Hassibi
Performance Analysis of Convex Data Detection in MIMO. ICASSP (2019)
Ehsan Abbasi, Fariborz Salehi, Babak Hassibi
Universality in Learning from Linear Measurements. NeurIPS (2019)
Hikmet Yildiz, Babak Hassibi
Optimum Linear Codes With Support-Constrained Generator Matrices Over Small Fields. IEEE Trans. Inf. Theory 65 (12) (2019)
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
The Impact of Regularization on High-dimensional Logistic Regression. NeurIPS (2019)
Ahmed Douik, Babak Hassibi
Manifold Optimization Over the Set of Doubly Stochastic Matrices: A Second-Order Geometry. IEEE Trans. Signal Process. 67 (22) (2019)
Anatoly Khina, Victoria Kostina, Ashish Khisti, Babak Hassibi
Tracking and Control of Gauss-Markov Processes over Packet-Drop Channels with Acknowledgments. IEEE Trans. Control. Netw. Syst. 6 (2) (2019)
Ahmed Douik, Fariborz Salehi, Babak Hassibi
A Novel Riemannian Optimization Approach and Algorithm for Solving the Phase Retrieval Problem. ACSSC (2019)
Ahmed Douik, Babak Hassibi
Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization. ISIT (2019)
Hikmet Yildiz, Babak Hassibi
Gabidulin Codes with Support Constraints. ITW (2019)
Ehsan Abbasi, Fariborz Salehi, Babak Hassibi
Sparse Covariance Estimation from Quadratic Measurements: A Precise Analysis. ISIT (2019)
Philipp Walk, Peter Jung, Babak Hassibi, Hamid Jafarkhani
MOCZ for Blind Short-Packet Communication: Some Practical Aspects. CoRR (2019)
Kishore Jaganathan, Babak Hassibi
Reconstruction of Signals From Their Autocorrelation and Cross-Correlation Vectors, With Applications to Phase Retrieval and Blind Channel Estimation. IEEE Trans. Signal Process. 67 (11) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Babak Hassibi