Tyagi, Hemant
- Learning Non-Parametric Basis Independent Models from Point Queries via\n Low-Rank Methods
2013/10/07 by Hemant Tyagi, Tyagi, Hemant, Volkan Cevher +1 · 2 citations
Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Machine Learning and Algorithms #Mathematical Approximation and Integration #Microwave Imaging and Scattering Analysis #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
- Tangent space estimation for smooth embeddings of Riemannian manifolds
2012/08/05 by Tyagi, Hemant, Vural, Elif, Frossard, Pascal · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences
- On denoising modulo 1 samples of a function
2017/10/27 by Mihai Cucuringu, Hemant Tyagi, Cucuringu, Mihai +1 · 1 citation
Engineering · Decision Sciences · Mathematics · #Sparse and Compressive Sensing Techniques #Probabilistic and Robust Engineering Design #Advanced Optimization Algorithms Research
- Sparse non-negative super-resolution -- simplified and stabilised
2018/04/04 by Eftekhari, Armin, Tanner, Jared, Thompson, Andrew +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC)
- Multi-kernel unmixing and super-resolution using the Modified Matrix\n Pencil method
2018/07/08 by Stéphane Chrétien, Chrétien, Stéphane, Hemant Tyagi +1 · 1 citation
Decision Sciences · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Probabilistic and Robust Engineering Design #Sparse and Compressive Sensing Techniques
- Ranking and synchronization from pairwise measurements via SVD
2019/06/06 by d'Aspremont, Alexandre, Cucuringu, Mihai, Tyagi, Hemant · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Regularized spectral methods for clustering signed networks
2020/11/03 by Mihai Cucuringu, Cucuringu, Mihai, Apoorv Vikram Singh +5 · 1 citation
Computer Science · Physics and Astronomy · Psychology · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics #Statistics Theory (math.ST)
- An extension of the angular synchronization problem to the heterogeneous setting
2020/12/29 by Mihai Cucuringu, Cucuringu, Mihai, Hemant Tyagi +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Gene Regulatory Network Analysis #Nonlinear Dynamics and Pattern Formation #Cellular Automata and Applications
- Dynamic Ranking with the BTL Model: A Nearest Neighbor based Rank Centrality Method
2021/09/28 by Eglantine Karlé, Karlé, Eglantine, Hemant Tyagi +1 · 1 citation
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Statistics Theory (math.ST) #Topological and Geometric Data Analysis
- Learning linear dynamical systems under convex constraints
2023/03/27 by Tyagi, Hemant, Efimov, Denis · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistics Theory (math.ST) #Systems and Control (eess.SY) #electronic engineering #information engineering