Apoorv Vikram Singh
- Sharper Bounds for Chebyshev Moment Matching, with Applications
2024/08/22 by Cameron Musco, Christopher Musco, Musco, Cameron +5 · 2 citations
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms #Statistical Methods and Inference
- 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)
- Moments, Random Walks, and Limits for Spectrum Approximation
2023/07/02 by Yujia Jin, Jin, Yujia, Christopher Musco +5 · 1 citation
Engineering · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Random Matrices and Applications #Sparse and Compressive Sensing Techniques
- Faster Spectral Density Estimation and Sparsification in the Nuclear Norm
2024/06/11 by Yujia Jin, Jin, Yujia, Ishani Karmarkar +7 · 1 citation
Physics and Astronomy · #Atomic and Subatomic Physics Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Nuclear Physics and Applications #Radiation Detection and Scintillator Technologies