Taghvaei, Amirhossein
- Optimal transport mapping via input convex neural networks
2019/08/28 by Ashok Vardhan Makkuva, Amirhossein Taghvaei, Makkuva, Ashok Vardhan +5 · 19 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
- Accelerated Flow for Probability Distributions
2019/01/10 by Taghvaei, Amirhossein, Mehta, Prashant G. · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- 2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs
2019/02/19 by Taghvaei, Amirhossein, Jalali, Amin · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Variational Wasserstein gradient flow
2021/12/04 by Fan, Jiaojiao, Zhang, Qinsheng, Taghvaei, Amirhossein +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Conditional Optimal Transport on Function Spaces
2023/11/09 by Bamdad Hosseini, Alexander Hsu, Hosseini, Bamdad +3 · 6 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Mathematics · #49Q22 #60B05 #62F15 #62G86 #Caveolin-1 and cellular processes #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Probability (math.PR) #Reservoir Engineering and Simulation Methods
- On the relation between information and power in stochastic\n thermodynamic engines
2021/03/05 by Amirhossein Taghvaei, Olga Movilla Miangolarra, Taghvaei, Amirhossein +7 · 2 citations
Chemistry · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Electrical engineering #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Statistical Mechanics (cond-mat.stat-mech) #Statistical Mechanics and Entropy #Systems and Control (eess.SY) #electronic engineering #information engineering #thermodynamics and calorimetric analyses
- Thermodynamic engine powered by anisotropic fluctuations
2022/03/15 by Olga Movilla Miangolarra, Miangolarra, Olga Movilla, Amirhossein Taghvaei +5 · 2 citations
Chemistry · Engineering · Physics and Astronomy · #Advanced Thermodynamic Systems and Engines #Advanced Thermodynamics and Statistical Mechanics #FOS: Electrical engineering #FOS: Physical sciences #Mathematical Physics (math-ph) #Statistical Mechanics (cond-mat.stat-mech) #Systems and Control (eess.SY) #electronic engineering #information engineering #thermodynamics and calorimetric analyses
- A Survey of Feedback Particle Filter and related Controlled Interacting Particle Systems (CIPS)
2023/01/03 by Amirhossein Taghvaei, Prashant G. Mehta, Taghvaei, Amirhossein +1 · 2 citations
Computer Science · Engineering · #Target Tracking and Data Fusion in Sensor Networks #Evacuation and Crowd Dynamics
- Inertialess Gyrating Engines
2022/08/02 by Jordi Ventura Siches, Siches, Jordi Ventura, Olga Movilla Miangolarra +7 · 2 citations
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)
- Minimal entropy production in the presence of anisotropic fluctuations
2023/02/09 by Miangolarra, Olga Movilla, Taghvaei, Amirhossein, Georgiou, Tryphon T. · 2 citations
#FOS: Electrical engineering #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Gain Function Approximation in the Feedback Particle Filter
2016/03/17 by Taghvaei, Amirhossein, Mehta, Prashant G. · 1 citation
#FOS: Mathematics #Probability (math.PR)
- Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances
2023/05/29 by Shahriar Talebi, Amirhossein Taghvaei, Talebi, Shahriar +3 · 2 citations
Computer Science · Mathematics · #Age of Information Optimization #Distributed Sensor Networks and Detection Algorithms #Statistical Methods and Inference
- Error Estimates for the Kernel Gain Function Approximation in the\n Feedback Particle Filter
2016/12/16 by Amirhossein Taghvaei, Prashant G. Mehta, Taghvaei, Amirhossein +3 · 1 citation
Computer Science · Earth and Planetary Sciences · Environmental Science · #FOS: Mathematics #Hydrological Forecasting Using AI #Numerical Analysis (math.NA) #Target Tracking and Data Fusion in Sensor Networks #Underwater Acoustics Research
- Kalman Filter and its Modern Extensions for the Continuous-time Nonlinear Filtering Problem
2017/02/21 by Taghvaei, Amirhossein, de Wiljes, Jana, Mehta, Prashant G. +1 · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Diffusion map-based algorithm for Gain function approximation in the\n Feedback Particle Filter
2019/02/19 by Amirhossein Taghvaei, Prashant G. Mehta, Taghvaei, Amirhossein +3 · 1 citation
Computer Science · Environmental Science · #FOS: Mathematics #Hydrological Forecasting Using AI #Hydrology and Drought Analysis #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Probability (math.PR) #Target Tracking and Data Fusion in Sensor Networks
- Lasso formulation of the shortest path problem
2020/05/19 by Anqi Dong, Amirhossein Taghvaei, Dong, Anqi +3 · 2 citations
Computer Science · Engineering · Mathematics · #05C38 (Primary) 62J07 #68R10 #90C06(Secondary) #90C25 #Applications (stat.AP) #Computation (stat.CO) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
- Maximal power output of a stochastic thermodynamic engine
2020/01/03 by Rui Fu, Amirhossein Taghvaei, Fu, Rui +5 · 1 citation
Chemistry · Engineering · Physics and Astronomy · #49-XX #60-XX #Advanced Thermodynamics and Statistical Mechanics #FOS: Electrical engineering #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Optimization and Control (math.OC) #Phase Equilibria and Thermodynamics #Systems and Control (eess.SY) #electronic engineering #information engineering #thermodynamics and calorimetric analyses
- Optimality vs Stability Trade-off in Ensemble Kalman Filters
2020/10/19 by Amirhossein Taghvaei, Prashant G. Mehta, Taghvaei, Amirhossein +3 · 1 citation
Social Sciences · #Transportation Planning and Optimization
- Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks
2020/07/08 by Fan, Jiaojiao, Taghvaei, Amirhossein, Chen, Yongxin · 1 citation
#49Q22 #62Dxx #62F15 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Controlled Interacting Particle Algorithms for Simulation-based Reinforcement Learning
2021/07/02 by Anant Joshi, Amirhossein Taghvaei, Joshi, Anant +5 · 1 citation
Computer Science · #Distributed Control Multi-Agent Systems #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Geometry of finite-time thermodynamic cycles with anisotropic thermal fluctuations
2022/03/23 by Miangolarra, Olga Movilla, Taghvaei, Amirhossein, Chen, Yongxin +1 · 1 citation
#FOS: Electrical engineering #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Flow matching for stochastic linear control systems
2024/11/30 by Yuhang Mei, Mei, Yuhang, Mohammad Al-Jarrah +5 · 2 citations
Computer Science · Decision Sciences · Engineering · #Advanced Control Systems Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Simulation Techniques and Applications
- Nonlinear Filtering with Brenier Optimal Transport Maps
2023/10/21 by Mohammad A. Al-Jarrah, Niyizhen Jin, Al-Jarrah, Mohammad +5 · 1 citation
Computer Science · Engineering · #Target Tracking and Data Fusion in Sensor Networks #Advanced Adaptive Filtering Techniques
- Dual Ensemble Kalman Filter for Stochastic Optimal Control
2024/04/10 by Joshi, Anant A., Taghvaei, Amirhossein, Mehta, Prashant G. +1 · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Time-Reversal of Stochastic Maximum Principle
2024/03/04 by Amirhossein Taghvaei, Taghvaei, Amirhossein · 1 citation
Physics and Astronomy · #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Quantum Mechanics and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
- A Time-Reversal Control Synthesis for Steering the State of Stochastic Systems
2025/03/31 by Yuhang Mei, Mei, Yuhang, Amirhossein Taghvaei +3 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Neural Networks Stability and Synchronization #Optimization and Control (math.OC) #Stability and Controllability of Differential Equations
- A lasso-alternative to Dijkstra's algorithm for identifying short paths in networks
2025/11/27 by Dong, Anqi, Taghvaei, Amirhossein, Georgiou, Tryphon T. · 1 citation
#05C38 #05C50 #05C85 #62J07 #90C25 #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Image and Video Processing (eess.IV) #Optimization and Control (math.OC) #Parallel #Social and Information Networks (cs.SI) #and Cluster Computing (cs.DC) #electronic engineering #information engineering