Babak Hassibi

1. How much training is needed in multiple-antenna wireless links?
   2003/04/01 by B. Hassibi, Babak Hassibi, Bertrand M. Hochwald +1 · 82 citations
   Engineering · Computer Science · #Advanced Wireless Communication Techniques #Wireless Communication Networks Research #Advanced MIMO Systems Optimization
2. Phase Retrieval: An Overview of Recent Developments
   2015/10/26 by Kishore Jaganathan, Jaganathan, Kishore, Yonina C. Eldar +3 · 11 citations
   Physics and Astronomy · Computer Science · #Advanced X-ray Imaging Techniques #Optical measurement and interference techniques #Adaptive optics and wavefront sensing
3. Regret-optimal Estimation and Control
   2021/06/22 by Gautam Goel, Babak Hassibi, Goel, Gautam +1 · 6 citations
   Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
4. The Gaussian min-max theorem in the Presence of Convexity
   2014/08/20 by Christos Thrampoulidis, Samet Oymak, Thrampoulidis, Christos +3 · 4 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Information Theory (cs.IT) #Probability (math.PR) #Sparse and Compressive Sensing Techniques
5. Feedback Capacity of MIMO Gaussian Channels
   2021/06/03 by Oron Sabag, Sabag, Oron, Victoria Kostina +3 · 3 citations
   Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Information Theory (cs.IT) #Optimization and Control (math.OC) #Wireless Communication Security Techniques
6. Precise Error Analysis of Regularized M-estimators in High-dimensions
   2016/01/23 by Christos Thrampoulidis, Thrampoulidis, Christos, Ehsan Abbasi +3 · 3 citations
   Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
7. Simple Bounds for Noisy Linear Inverse Problems with Exact Side Information
   2013/12/02 by Samet Oymak, Christos Thrampoulidis, Oymak, Samet +3 · 4 citations
   Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
8. The Power of Linear Controllers in LQR Control
   2020/02/07 by Gautam Goel, Goel, Gautam, Babak Hassibi +1 · 2 citations
   Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Smart Grid Energy Management
9. Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
   2020/07/23 by Sahin Lale, Lale, Sahin, Kamyar Azizzadenesheli +5 · 2 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Optimization and Control (math.OC)
10. Simultaneously Structured Models with Application to Sparse and Low-rank\n Matrices
    2012/12/16 by Samet Oymak, Oymak, Samet, Amin Jalali +7 · 1 citation
    Computer Science · Engineering · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced X-ray Imaging Techniques #Direction-of-Arrival Estimation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
11. Regret-optimal control in dynamic environments
    2020/10/20 by Gautam Goel, Goel, Gautam, Babak Hassibi +1 · 2 citations
    Decision Sciences · Engineering · Computer Science · #Advanced Bandit Algorithms Research #Advanced Wireless Network Optimization #Gaussian Processes and Bayesian Inference
12. Universality in Learning from Linear Measurements
    2019/06/20 by Ehsan Abbasi, Abbasi, Ehsan, Fariborz Salehi +3 · 2 citations
    Engineering · Physics and Astronomy · #Advanced X-ray Imaging Techniques #FOS: Mathematics #Integrated Circuits and Semiconductor Failure Analysis #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
13. Stochastic Gradient/Mirror Descent: Minimax Optimality and Implicit Regularization
    2018/06/04 by Navid Azizan, Babak Hassibi, Azizan, Navid +1 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
14. On the Entropy Region of Gaussian Random Variables
    2011/12/01 by Sormeh Shadbakht, Babak Hassibi, Shadbakht, Sormeh +1 · 1 citation
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Topological and Geometric Data Analysis #Markov Chains and Monte Carlo Methods
15. Regret Minimization in Partially Observable Linear Quadratic Control
    2020/01/31 by Sahin Lale, Kamyar Azizzadenesheli, Lale, Sahin +5 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Smart Grid Energy Management
16. Reducing the LQG Cost with Minimal Communication
    2021/09/25 by Oron Sabag, Peida Tian, Sabag, Oron +5 · 1 citation
    Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
17. Compressive Sensing over the Grassmann Manifold: a Unified Geometric Framework
    2010/05/20 by Weiyu Xu, Xu, Weiyu, Babak Hassibi +1 · 1 citation
    Engineering · Mathematics · #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
18. Thompson Sampling Achieves O(√(T)) Regret in Linear Quadratic Control
    2022/06/17 by Taylan Kargin, Sahin Lale, Kargin, Taylan +7 · 1 citation
    Decision Sciences · #Advanced Bandit Algorithms Research
19. Measurement-Feedback Control with Optimal Data-Dependent Regret
    2022/09/14 by Gautam Goel, Goel, Gautam, Babak Hassibi +1 · 1 citation
    Decision Sciences · Physics and Astronomy · #Advanced Bandit Algorithms Research #Model Reduction and Neural Networks
20. Precise Asymptotic Analysis of Deep Random Feature Models
    2023/02/13 by David D. Bosch, Bosch, David, Ashkan Panahi +3 · 1 citation
    Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference
21. Distributionally Robust Kalman Filtering over Finite and Infinite Horizon
    2024/07/26 by Taylan Kargin, Joudi Hajar, Kargin, Taylan +5 · 1 citation
    Computer Science · #Target Tracking and Data Fusion in Sensor Networks
22. Universality in Transfer Learning for Linear Models
    2024/10/03 by Reza Ghane, Danil Akhtiamov, Ghane, Reza +3 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
23. Reconstruction of signals from their autocorrelation and\n cross-correlation vectors, with applications to phase retrieval and blind\n channel estimation
    2016/10/08 by Kishore Jaganathan, Jaganathan, Kishore, Babak Hassibi +1 · 1 citation
    Engineering · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Advancements in Photolithography Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Integrated Circuits and Semiconductor Failure Analysis #Non-Destructive Testing Techniques #Optimization and Control (math.OC) #Welding Techniques and Residual Stresses