- Global and local scaling limits for the β= 2 Stieltjes--Wigert random matrix ensemble
2020/11/23 by Peter J. Forrester, Forrester, Peter J. · 4 citations
Mathematics · Physics and Astronomy · #Combinatorics #Determinantal point process #Eigenvalues and eigenvectors #FOS: Physical sciences #Geometry #Kernel (algebra) #Limit (mathematics) #Mathematical Physics (math-ph) #Mathematical analysis #Mathematical physics #Mathematics #Orthogonal polynomials #Physics #Point process #Quantum mechanics #Random Matrices and Applications #Random matrix #Scaling #Scaling limit #Statistical Mechanics and Entropy #Statistical physics #Statistics #Stochastic processes and statistical mechanics #math-ph #math.MP
- Noise-Contrastive Estimation for Multivariate Point Processes
2020/11/02 by Hongyuan Mei, Mei, Hongyuan, Tom Wan +3 · 1 citation
Computer Science · Engineering · Mathematics · #3D Shape Modeling and Analysis #Algorithm #Artificial intelligence #Computer science #Consistency (knowledge bases) #Estimation #Event (particle physics) #FOS: Computer and information sciences #Image (mathematics) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Mathematics #Morphological variations and asymmetry #Multivariate statistics #Noise (video) #Point (geometry) #Point process #Point processes and geometric inequalities #Process (computing) #Statistics #Term (time) #cs.LG #stat.ML
- Recurrence versus Transience for Weight-Dependent Random Connection Models
2019/11/08 by Peter Gracar, Gracar, Peter, Markus Heydenreich +5 · 7 citations
Mathematics · Physics and Astronomy · #60F10 #60K35 #Combinatorics #Complement (music) #Complex Network Analysis Techniques #Connection (principal bundle) #Degree (music) #Discrete mathematics #Exponent #FOS: Mathematics #Geometry #Graph #Markov Chains and Monte Carlo Methods #Mathematics #Physics #Point process #Poisson distribution #Poisson point process #Probability (math.PR) #Random graph #Statistical physics #Statistics #Stochastic processes and statistical mechanics #math.PR #msc:60F10 #msc:60K35
- Insider Threat Detection via Hierarchical Neural Temporal Point Processes
2019/10/08 by Shuhan Yuan, Yuan, Shuhan, Panpan Zheng +5 · 2 citations
Computer Science · Decision Sciences · Mathematics · #Anomaly Detection Techniques and Applications #Artificial intelligence #Artificial neural network #Audit #Computer science #Cryptography and Security (cs.CR) #Data mining #Dependency (UML) #FOS: Computer and information sciences #Focus (optics) #Insider #Insider threat #Machine learning #Mathematics #Network Security and Intrusion Detection #Point (geometry) #Point process #Process (computing) #Risk and Safety Analysis #Session (web analytics) #Time point #cs.CR
- Learning Granger Causality for Hawkes Processes
2016/02/14 by Hongteng Xu, Xu, Hongteng, Mehrdad Farajtabar +3 · 14 citations
Computer Science · Mathematics · #Artificial intelligence #Causality (physics) #Computer science #Econometrics #Estimator #FOS: Computer and information sciences #Granger causality #Graph #Lasso (programming language) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Mathematics #Morphological variations and asymmetry #Point process #Point processes and geometric inequalities #Process (computing) #Statistics #Theoretical computer science #cs.LG #stat.ML
- Counting processes with Bernštein intertimes and random jumps
2015/12/01 by Enzo Orsingher, Bruno Toaldo · 7 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Binomial (polynomial) #Binomial coefficient #Combinatorics #Distribution (mathematics) #Fractional Differential Equations Solutions #Integer (computer science) #Mathematical analysis #Mathematical functions and polynomials #Mathematical physics #Mathematics #Point process #Poisson distribution #Poisson process #State (computer science) #Statistics
- Stochastic Dynamical Model of a Growing Citation Network Based on a Self-Exciting Point Process
2012/08/28 by M. Golosovsky, Michael Golosovsky, Sorin Solomon · 1 citation
Computer Science · Economics, Econometrics and Finance · Mathematics · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Citation #Complex Network Analysis Techniques #Complex Systems and Time Series Analysis #Complex network #Computer science #Exponent #Machine learning #Markov chain #Mathematics #Physics #Point process #Preferential attachment #Statistical physics #Statistics #cond-mat.stat-mech #cs.DL #cs.SI #physics.soc-ph #stat.OT
- Small components in k-nearest neighbour graphs
2011/01/13 by Mark Walters, Walters, Mark · 1 citation
Computer Science · Mathematics · #60K35 #82B43 #Boundary (topology) #Combinatorics #Combinatorics (math.CO) #Complexity and Algorithms in Graphs #Computational Geometry (cs.CG) #Connected component #Discrete mathematics #FOS: Computer and information sciences #FOS: Mathematics #Geometry #Giant component #Graph #Limits and Structures in Graph Theory #Markov Chains and Monte Carlo Methods #Mathematical analysis #Mathematics #Point (geometry) #Point process #Poisson distribution #Poisson point process #Poisson process #Probability (math.PR) #Random graph #Square (algebra) #Statistics #Upper and lower bounds #cs.CG #math.CO #math.PR #msc:60K35 #msc:82B43
- Glassy behavior and jamming of a random walk process for sequentially satisfying a constraint satisfaction formula
2009/07/31 by Haijun Zhou · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Advanced Optimization Algorithms Research #Cluster (spacecraft) #Constraint (computer-aided design) #Constraint Satisfaction and Optimization #Constraint satisfaction problem #Jamming #Metaheuristic Optimization Algorithms Research #Point process #Process (computing) #Random walk #Simple (philosophy) #Space (punctuation) #cond-mat.dis-nn
- Point processes in arbitrary dimension from fermionic gases, random matrix theory, and number theory
2008/09/30 by Salvatore Torquato, A. Scardicchio, A Scardicchio +1 · 4 citations
Mathematics · Physics and Astronomy · #Correlation function (quantum field theory) #Determinantal point process #Dimension (graph theory) #Distribution (mathematics) #Euclidean space #Point process #Poisson point process #Random Matrices and Applications #Random matrix #Stochastic process #Stochastic processes and statistical mechanics #Theoretical and Computational Physics #cond-mat.stat-mech #math-ph #math.MP
- Infinite Random Matrices and Ergodic Measures
2000/10/11 by Alexei Borodin, Grigori Olshanski · 2 citations
Mathematics · Physics and Astronomy · #Circular ensemble #Determinantal point process #Eigenvalues and eigenvectors #Ergodic theory #Geometry #Hermitian matrix #Invariant (physics) #Kernel (algebra) #Mathematical analysis #Mathematics #Measure (data warehouse) #Physics #Point process #Pure mathematics #Quantum mechanics #Random Matrices and Applications #Random matrix #Sine #Statistics #Stochastic processes and statistical mechanics #Theoretical and Computational Physics #math-ph #math.MP #math.PR #math.RT
- A linear expected-time algorithm for computing planar relative neighbourhood graphs
1987/05/01 by Jyrki Katajainen, Olli Nevalainen, Jukka Teuhola · 1 citation
Computer Science · Engineering · Environmental Science · Mathematics · #Adjacency list #Algorithm #Combinatorics #Computational Geometry and Mesh Generation #Computer science #Epigraph #Graph #Mathematical optimization #Mathematics #Neighbourhood (mathematics) #Planar #Planar graph #Point process #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization #Time complexity