default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBabak Hassibi
Person information
- affiliation: California Institute of Technology, Pasadena, USA
- award (2001): Presidential Early Career Award for Scientists and Engineers
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[c257]Joudi Hajar, Oron Sabag, Babak Hassibi:
Regret-Optimal Control under Partial Observability. ACC 2024: 4072-4077- [c256]Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Infinite-Horizon Distributionally Robust Regret-Optimal Control. ICML 2024 - [c255]Taylan Kargin
, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Wasserstein distributionally robust regret-optimal control over infinite-horizon. L4DC 2024: 1688-1701 - [i132]Danil Akhtiamov, David Bosch, Reza Ghane, K. Nithin Varma, Babak Hassibi:
A Novel Gaussian Min-Max Theorem and its Applications. CoRR abs/2402.07356 (2024) - [i131]Reza Ghane, Danil Akhtiamov, Babak Hassibi:
One-Bit Quantization and Sparsification for Multiclass Linear Classification via Regularized Regression. CoRR abs/2402.10474 (2024) - [i130]Vikrant Malik, Taylan Kargin, Victoria Kostina, Babak Hassibi:
A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance. CoRR abs/2405.06528 (2024) - [i129]Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Infinite-Horizon Distributionally Robust Regret-Optimal Control. CoRR abs/2406.07248 (2024) - [i128]Barron Han, Oron Sabag, Victoria Kostina, Babak Hassibi:
Coded Kalman Filtering over MIMO Gaussian Channels with Feedback. CoRR abs/2406.17196 (2024) - [i127]Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Distributionally Robust Kalman Filtering over Finite and Infinite Horizon. CoRR abs/2407.18837 (2024) - [i126]Joudi Hajar, Taylan Kargin, Vikrant Malik, Babak Hassibi:
The Distributionally Robust Infinite-Horizon LQR. CoRR abs/2408.06230 (2024) - 2023
- [j124]Gautam Goel, Babak Hassibi:
Regret-Optimal Estimation and Control. IEEE Trans. Autom. Control. 68(5): 3041-3053 (2023) - [j123]Gautam Goel, Babak Hassibi:
Competitive Control. IEEE Trans. Autom. Control. 68(9): 5162-5173 (2023) - [j122]Oron Sabag, Peida Tian, Victoria Kostina, Babak Hassibi:
Reducing the LQG Cost With Minimal Communication. IEEE Trans. Autom. Control. 68(9): 5258-5270 (2023) - [j121]Oron Sabag, Victoria Kostina, Babak Hassibi:
Feedback Capacity of MIMO Gaussian Channels. IEEE Trans. Inf. Theory 69(10): 6121-6136 (2023) - [c254]Joudi Hajar, Taylan Kargin, Babak Hassibi:
Wasserstein Distributionally Robust Regret-Optimal Control under Partial Observability. Allerton 2023: 1-6 - [c253]Barron Han, Oron Sabag, Victoria Kostina, Babak Hassibi:
Coded Kalman Filtering Over Gaussian Channels with Feedback. Allerton 2023: 1-8 - [c252]Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi:
Thompson Sampling for Partially Observable Linear-Quadratic Control. ACC 2023: 4561-4568 - [c251]David Bosch, Ashkan Panahi, Babak Hassibi:
Precise Asymptotic Analysis of Deep Random Feature Models. COLT 2023: 4132-4179 - [c250]Taylan Kargin, Fariborz Salehi, Babak Hassibi:
Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models. ICASSP 2023: 1-5 - [c249]K. Nithin Varma, Sahin Lale, Babak Hassibi:
The Asymptotic Distribution of the Stochastic Mirror Descent Iterates in Linear Models. ISIT 2023: 346-351 - [i125]David Bosch, Ashkan Panahi, Babak Hassibi:
Precise Asymptotic Analysis of Deep Random Feature Models. CoRR abs/2302.06210 (2023) - [i124]Danil Akhtiamov, Babak Hassibi:
The Generalization Error of Stochastic Mirror Descent on Over-Parametrized Linear Models. CoRR abs/2302.09433 (2023) - [i123]Barron Han, Oron Sabag, Victoria Kostina, Babak Hassibi:
Coded Kalman Filtering Over Gaussian Channels with Feedback. CoRR abs/2310.11747 (2023) - [i122]Danil Akhtiamov, Reza Ghane, Babak Hassibi:
Regularized Linear Regression for Binary Classification. CoRR abs/2311.02270 (2023) - [i121]Joudi Hajar, Oron Sabag, Babak Hassibi:
Regret-Optimal Control under Partial Observability. CoRR abs/2311.06433 (2023) - [i120]Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi:
Wasserstein Distributionally Robust Regret-Optimal Control in the Infinite-Horizon. CoRR abs/2312.17376 (2023) - 2022
- [j120]Ahmed Douik, Babak Hassibi:
Low-Rank Riemannian Optimization for Graph-Based Clustering Applications. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5133-5148 (2022) - [j119]Farshad Lahouti, Victoria Kostina, Babak Hassibi:
How to Query an Oracle? Efficient Strategies to Label Data. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7597-7609 (2022) - [j118]Chung-Yi Lin, Victoria Kostina, Babak Hassibi:
Differentially Quantized Gradient Methods. IEEE Trans. Inf. Theory 68(9): 6078-6097 (2022) - [j117]Navid Azizan, Sahin Lale, Babak Hassibi:
Stochastic Mirror Descent on Overparameterized Nonlinear Models. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7717-7727 (2022) - [j116]Oron Sabag, Babak Hassibi:
Regret-Optimal Filtering for Prediction and Estimation. IEEE Trans. Signal Process. 70: 5012-5024 (2022) - [c248]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Animashree Anandkumar:
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems. AISTATS 2022: 5354-5390 - [c247]Oron Sabag, Sahin Lale, Babak Hassibi:
Competitive-Ratio and Regret-Optimal Control with General Weights. CDC 2022: 4859-4864 - [c246]Gautam Goel, Babak Hassibi:
The Power of Linear Controllers in LQR Control. CDC 2022: 6652-6657 - [c245]Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Animashree Anandkumar, Babak Hassibi:
Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control. COLT 2022: 3235-3284 - [c244]Oron Sabag, Victoria Kostina, Babak Hassibi:
Feedback Capacity of Gaussian Channels with Memory. ISIT 2022: 2547-2552 - [c243]Gautam Goel, Babak Hassibi:
Online Estimation and Control with Optimal Pathlength Regret. L4DC 2022: 404-414 - [i119]Navid Azizan, Sahin Lale, Babak Hassibi:
Explicit Regularization via Regularizer Mirror Descent. CoRR abs/2202.10788 (2022) - [i118]Oron Sabag, Sahin Lale, Babak Hassibi:
Optimal Competitive-Ratio Control. CoRR abs/2206.01782 (2022) - [i117]Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi:
Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control. CoRR abs/2206.08520 (2022) - [i116]Oron Sabag, Victoria Kostina, Babak Hassibi:
Feedback capacity of Gaussian channels with memory. CoRR abs/2207.10580 (2022) - [i115]Taylan Kargin, Fariborz Salehi, Babak Hassibi:
Stochastic Mirror Descent in Average Ensemble Models. CoRR abs/2210.15323 (2022) - 2021
- [j115]Victoria Kostina, Babak Hassibi:
The CEO Problem With Inter-Block Memory. IEEE Trans. Inf. Theory 67(12): 7752-7768 (2021) - [j114]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: 5078-5093 (2021) - [c242]Oron Sabag, Babak Hassibi:
Regret-Optimal Filtering. AISTATS 2021: 2629-2637 - [c241]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting. ACC 2021: 2517-2522 - [c240]Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi:
Regret-Optimal Controller for the Full-Information Problem. ACC 2021: 4777-4782 - [c239]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Model Learning Predictive Control in Nonlinear Dynamical Systems. CDC 2021: 757-762 - [c238]Oron Sabag, Victoria Kostina, Babak Hassibi:
Feedback Capacity of MIMO Gaussian Channels. ISIT 2021: 7-12 - [c237]Chung-Yi Lin, Victoria Kostina, Babak Hassibi:
Differentially Quantized Gradient Descent. ISIT 2021: 1200-1205 - [c236]Sahin Lale, Oguzhan Teke, Babak Hassibi, Anima Anandkumar:
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems. L4DC 2021: 651-663 - [c235]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems. L4DC 2021: 967-979 - [c234]Gautam Goel, Babak Hassibi:
Regret-optimal measurement-feedback control. L4DC 2021: 1270-1280 - [i114]Oron Sabag, Babak Hassibi:
Regret-Optimal Filtering. CoRR abs/2101.10357 (2021) - [i113]Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi:
Regret-Optimal Full-Information Control. CoRR abs/2105.01244 (2021) - [i112]Oron Sabag, Victoria Kostina, Babak Hassibi:
Feedback Capacity of MIMO Gaussian Channels. CoRR abs/2106.01994 (2021) - [i111]Gautam Goel, Babak Hassibi:
Regret-optimal Estimation and Control. CoRR abs/2106.12097 (2021) - [i110]Gautam Goel, Babak Hassibi:
Competitive Control. CoRR abs/2107.13657 (2021) - [i109]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems. CoRR abs/2108.11959 (2021) - [i108]Oron Sabag, Peida Tian, Victoria Kostina, Babak Hassibi:
Reducing the LQG Cost with Minimal Communication. CoRR abs/2109.12246 (2021) - [i107]Farshad Lahouti, Victoria Kostina, Babak Hassibi:
How to Query An Oracle? Efficient Strategies to Label Data. CoRR abs/2110.02341 (2021) - [i106]Gautam Goel, Babak Hassibi:
Online estimation and control with optimal pathlength regret. CoRR abs/2110.12544 (2021) - 2020
- [j113]Hikmet Yildiz, Babak Hassibi:
Gabidulin Codes With Support Constrained Generator Matrices. IEEE Trans. Inf. Theory 66(6): 3638-3649 (2020) - [j112]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: 284-299 (2020) - [j111]Philipp Walk, Peter Jung, Babak Hassibi, Hamid Jafarkhani:
MOCZ for Blind Short-Packet Communication: Practical Aspects. IEEE Trans. Wirel. Commun. 19(10): 6675-6692 (2020) - [c233]Oron Sabag, Peida Tian, Victoria Kostina, Babak Hassibi:
The Minimal Directed Information Needed to Improve the LQG Cost. CDC 2020: 1842-1847 - [c232]Navid Azizan, Sahin Lale, Babak Hassibi:
A Study of Generalization of Stochastic Mirror Descent Algorithms on Overparameterized Nonlinear Models. ICASSP 2020: 3132-3136 - [c231]Fariborz Salehi, Ehsan Abbasi, Babak Hassibi:
The Performance Analysis of Generalized Margin Maximizers on Separable Data. ICML 2020: 8417-8426 - [c230]Hikmet Yildiz, Netanel Raviv, Babak Hassibi:
Support Constrained Generator Matrices of Gabidulin Codes in Characteristic Zero. ISIT 2020: 60-65 - [c229]Victoria Kostina, Babak Hassibi:
Fundamental limits of distributed tracking. ISIT 2020: 2438-2443 - [c228]Oron Sabag, Victoria Kostina, Babak Hassibi:
Stabilizing Dynamical Systems with Fixed-Rate Feedback using Constrained Quantizers. ISIT 2020: 2855-2860 - [c227]Ahmed Douik, Babak Hassibi:
Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization. ITA 2020: 1-5 - [c226]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems. NeurIPS 2020 - [i105]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Regret Minimization in Partially Observable Linear Quadratic Control. CoRR abs/2002.00082 (2020) - [i104]Chung-Yi Lin, Victoria Kostina, Babak Hassibi:
Achieving the fundamental convergence-communication tradeoff with Differentially Quantized Gradient Descent. CoRR abs/2002.02508 (2020) - [i103]Gautam Goel, Babak Hassibi:
The Power of Linear Controllers in LQR Control. CoRR abs/2002.02574 (2020) - [i102]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Regret Bound of Adaptive Control in Linear Quadratic Gaussian (LQG) Systems. CoRR abs/2003.05999 (2020) - [i101]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems. CoRR abs/2003.11227 (2020) - [i100]Hikmet Yildiz, Netanel Raviv, Babak Hassibi:
Support Constrained Generator Matrices of Gabidulin Codes in Characteristic Zero. CoRR abs/2004.14430 (2020) - [i99]Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi, Anima Anandkumar:
Explore More and Improve Regret in Linear Quadratic Regulators. CoRR abs/2007.12291 (2020) - [i98]Gautam Goel, Babak Hassibi:
Regret-optimal control in dynamic environments. CoRR abs/2010.10473 (2020) - [i97]Fariborz Salehi, Ehsan Abbasi, Babak Hassibi:
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data. CoRR abs/2010.15379 (2020) - [i96]Fariborz Salehi, Babak Hassibi:
Robustifying Binary Classification to Adversarial Perturbation. CoRR abs/2010.15391 (2020) - [i95]Gautam Goel, Babak Hassibi:
Regret-optimal measurement-feedback control. CoRR abs/2011.12785 (2020) - [i94]Sahin Lale, Oguzhan Teke, Babak Hassibi, Anima Anandkumar:
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems. CoRR abs/2012.04160 (2020)
2010 – 2019
- 2019
- [j110]Anatoly Khina, Elias Riedel Gårding, Gustav M. Pettersson, Victoria Kostina, Babak Hassibi:
Control Over Gaussian Channels With and Without Source-Channel Separation. IEEE Trans. Autom. Control. 64(9): 3690-3705 (2019) - [j109]Victoria Kostina, Babak Hassibi:
Rate-Cost Tradeoffs in Control. IEEE Trans. Autom. Control. 64(11): 4525-4540 (2019) - [j108]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): 549-560 (2019) - [j107]Wael Halbawi, Zihan Liu, Iwan M. Duursma, Hoang Dau, Babak Hassibi:
Sparse and Balanced Reed-Solomon and Tamo-Barg Codes. IEEE Trans. Inf. Theory 65(1): 118-130 (2019) - [j106]Hikmet Yildiz, Babak Hassibi:
Optimum Linear Codes With Support-Constrained Generator Matrices Over Small Fields. IEEE Trans. Inf. Theory 65(12): 7868-7875 (2019) - [j105]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): 2937-2946 (2019) - [j104]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): 3806-3817 (2019) - [j103]Ahmed Douik, Babak Hassibi:
Manifold Optimization Over the Set of Doubly Stochastic Matrices: A Second-Order Geometry. IEEE Trans. Signal Process. 67(22): 5761-5774 (2019) - [j102]Philipp Walk, Peter Jung, Babak Hassibi:
MOCZ for Blind Short-Packet Communication: Basic Principles. IEEE Trans. Wirel. Commun. 18(11): 5080-5097 (2019) - [c225]Ahmed Douik, Fariborz Salehi, Babak Hassibi:
A Novel Riemannian Optimization Approach and Algorithm for Solving the Phase Retrieval Problem. ACSSC 2019: 1962-1966 - [c224]Navid Azizan, Babak Hassibi:
A Stochastic Interpretation of Stochastic Mirror Descent: Risk-Sensitive Optimality. CDC 2019: 3960-3965 - [c223]Hikmet Yildiz, Yu Su, Anatoly Khina, Babak Hassibi:
Event-Triggered Stochastic Control via Constrained Quantization. DCC 2019: 612 - [c222]Ehsan Abbasi, Fariborz Salehi, Babak Hassibi:
Performance Analysis of Convex Data Detection in MIMO. ICASSP 2019: 4554-4558 - [c221]Navid Azizan Ruhi, Babak Hassibi:
A Characterization of Stochastic Mirror Descent Algorithms and Their Convergence Properties. ICASSP 2019: 5167-5171 - [c220]Navid Azizan Ruhi, Babak Hassibi:
Stochastic Gradient/Mirror Descent: Minimax Optimality and Implicit Regularization. ICLR (Poster) 2019 - [c219]Ahmed Douik, Babak Hassibi:
Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization. ISIT 2019: 497-501 - [c218]Ehsan Abbasi, Fariborz Salehi, Babak Hassibi:
Sparse Covariance Estimation from Quadratic Measurements: A Precise Analysis. ISIT 2019: 2074-2078 - [c217]Hikmet Yildiz, Babak Hassibi:
Gabidulin Codes with Support Constraints. ITW 2019: 1-5 - [c216]Fariborz Salehi, Ehsan Abbasi, Babak Hassibi:
The Impact of Regularization on High-dimensional Logistic Regression. NeurIPS 2019: 11982-11992 - [c215]Ehsan Abbasi, Fariborz Salehi, Babak Hassibi:
Universality in Learning from Linear Measurements. NeurIPS 2019: 12372-12382 - [i93]Sahin Lale, Kamyar Azizzadenesheli, Anima Anandkumar, Babak Hassibi:
Stochastic Linear Bandits with Hidden Low Rank Structure. CoRR abs/1901.09490 (2019) - [i92]Philipp Walk, Peter Jung, Babak Hassibi, Hamid Jafarkhani:
MOCZ for Blind Short-Packet Communication: Some Practical Aspects. CoRR abs/1902.02928 (2019) - [i91]Hikmet Yildiz, Babak Hassibi:
Gabidulin Codes with Support Constrained Generator Matrices. CoRR abs/1903.09360 (2019) - [i90]Navid Azizan Ruhi, Babak Hassibi:
A Stochastic Interpretation of Stochastic Mirror Descent: Risk-Sensitive Optimality. CoRR abs/1904.01855 (2019) - [i89]Fariborz Salehi, Ehsan Abbasi, Babak Hassibi:
The Impact of Regularization on High-dimensional Logistic Regression. CoRR abs/1906.03761 (2019) - [i88]Navid Azizan Ruhi, Sahin Lale, Babak Hassibi:
Stochastic Mirror Descent on Overparameterized Nonlinear Models: Convergence, Implicit Regularization, and Generalization. CoRR abs/1906.03830 (2019) - 2018
- [j101]Christos Thrampoulidis, Ehsan Abbasi, Babak Hassibi:
Precise Error Analysis of Regularized M-Estimators in High Dimensions. IEEE Trans. Inf. Theory 64(8): 5592-5628 (2018) - [j100]Christos Thrampoulidis, Weiyu Xu, Babak Hassibi:
Symbol Error Rate Performance of Box-Relaxation Decoders in Massive MIMO. IEEE Trans. Signal Process. 66(13): 3377-3392 (2018) - [c214]Victoria Kostina, Babak Hassibi:
Rate-cost tradeoffs in scalar LQG control and tracking with side information. Allerton 2018: 421-428 - [c213]Ahmed Douik, Babak Hassibi:
An Improved Initialization for Low-Rank Matrix Completion Based on Rank-L Updates. ICASSP 2018: 3959-3963 - [c212]Navid Azizan Ruhi, Farshad Lahouti, Salman Avestimehr, Babak Hassibi:
Distributed Solution of Large-Scale Linear Systems Via Accelerated Projection-Based Consensus. ICASSP 2018: 6358-6362 - [c211]Ahmed Douik, Babak Hassibi:
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering. ICML 2018: 1298-1307 - [c210]Hikmet Yildiz, Babak Hassibi:
Further Progress on the GM-MDS Conjecture for Reed-Solomon Codes. ISIT 2018: 16-20 - [c209]Fariborz Salehi, Ehsan Abbasi, Babak Hassibi:
A Precise Analysis of PhaseMax in Phase Retrieval. ISIT 2018: 976-980 - [c208]Wael Halbawi, Navid Azizan Ruhi, Fariborz Salehi, Babak Hassibi:
Improving Distributed Gradient Descent Using Reed-Solomon Codes. ISIT 2018: 2027-2031 - [c207]