Hemant Tyagi

1. 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
2. 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
3. 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
4. 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
5. 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
6. Learning switched non-linear dynamical systems from a single trajectory
   2026/07/26 by Sunny G. W. Wang, Hemant Tyagi
   #stat.ML #cs.LG #math.ST #stat.TH