Papers
Papers - Multivariate Heavy Tail Phenomena: Modeling and Diagnostics
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Richard Davis
Click to Open- Discrete Extremes (September 2018)
- Extreme Value Analysis Without the Largest Values What Can be Done (September 2018)
- Goodness of Fit Testing for Time Series Models via Distance (September 2018)
- Inference on the tail process with application to financial time series modeling (September 2018)
- Semiparametric Estimation for Isotropic Max stable space time processes (September 2018)
- Semiparametric Estimation for Non Caussian Non Minimum Phase ARMA models (September 2018)
- Stochastic differential equations with a fractionally fltered delay: a semimartingale model for long-range dependent processes (September 2018)
- Supplimentary Material for Discrete Extremes (September 2018)
- Threshold Selection for Multivaiate heavy tailed data (September 2018)
- Nonstandard Regular Variation of In-Degree and Out-Degree in the Preferential Attachment Model
- Limit theory for the largest eigenvalues of sample covariance matrices with heavy-tails
- Measures of Serial Extremal Dependence and Their Estimation
- Eigenvalues of Sample Covariance Matrices of Non-Linear Processes with Infinite Variance
- A Bayesian Semi-Parametric Approach to Extreme Regime Identification
- Asymptotic Theory for the Sample Covariance Matrix of a Heavy-Tailed Multivariate Time Series
- Asymptotic Properties of the Empirical Spatial Extremogram
- Semiparametric estimation for isotropic max-stable space-time processes
- Inference on the tail process with application to financial time series modelling
- Semiparametric Estimation for Non-Gaussian Non-minimum Phase ARMA models
- Threshold Selection for Multivariate Heavy-Tailed Data
- Fitting the Linear Preferential Attachment Model
- Extreme Value Analysis Without the Largest Values: What Can Be Done?
Weibo Gong
Click to Open- On Concept Abstraction Algorithms (September 2018)
- Relation Generation and Fast Similarity Testing for Unsupervised Learning (September 2018)
- Transient Response Functions for Graph Structure Addressable Memory
- Transient Response Functions for Complex Graph Similarity Testing
- Efficient Network Generation Under General Preferential Attachment
- Spatial/temporal coding for involuntary concept abstraction using linear dynamic systems
- On the Duration and Intensity of Cumulative Advantage Competitions
- Network Characteristics and Dynamics: Reciprocity, Competition and Information Dissemination
- A Complex Network Based Feature Extraction For Image Retrieval
- Bivariate Heavy Tailed Distribution Generator Using Poisson Processes: Models, Analysis and Real World Data
- Complex Network Comparison Using Random Walks
John Nolan
Click to Open- Compressive Sensing of Temporally Correlated Sources Using Isotropic Multivariate Stable Laws (September 2018)
- Compressive Sensing Using Symmetric Alpha-Stable Distributions – Part I: Robust Nonlinear Sampling (September 2018)
- Compressive Sensing Using Symmetric Alpha-Stable Distributions – Part II: Robust Sparse Reconstruction (September 2018)
- Truncated Fractional Moments of Stable Laws (September 2018)
- Generalized spherical and related multivariate distributions
- Financial modeling with heavy-tailed stable distributions
- Graphical Diagnostics for Heavy Tailed Data
- Multivariate Elliptically Contoured Stable Distributions: Theory and Estimation
- Extremes: A measure of dependence for stable distributions
- On the Behavior of EMD and MEMD in Presence of Symmetric -Stable Noise
- Package ‘mvmesh’
- Package ‘SimplicialCubature’
- A measure of dependence for stable distributions
- An R package for modeling and simulating generalized spherical and related distributions
Sidney Resnick
Click to Open- Asymptotic Independence and Support Detection Techniques from Heavy-Tailed Multivariate Data (September 2018)
- Consistency of Hill Estimators in a Linear Preferential Attachment Model (September 2018)
- Degree Growth Rates and Index Estimation in a Directed Preferential Attachment Model (September 2018)
- Fitting the Linear Preferential Attachment Model (September 2018)
- Processes of rth Largest (September 2018)
- Ratios of Ordered Points of Point Processes with Regularly Varying Intensity Measures (September 2018)
- Trimmed L´evy Processes and Their Extremal Components (September 2018)
- Are Extreme Value Estimation Methods Useful for Network Data? (September 2018)
- Regularly Varying Measures on Metric Spaces: Hidden Regular Variation and Hidden Jumps
- Hidden Regular Variation of Moving Average Processes with Heavy-Tailed Innovations
- Models with Hidden Regular Variation: Generation and Detection
- Tauberian Theory for Multivariate Regularly Varying Distributions with Application to Preferential Attachment Networks
- Nonstandard Regular Variation of In-Degree and Out-Degree in the Preferential Attachment Model
- Asymptotic Normality of Degree Counts in a Preferential Attachment Model
- Fitting the Linear Preferential Attachment Model
- Processes of rTH Largest
- Ratios of Ordered Points of Point Processes with Regularly Varying Intensity Measures
- Asymptotic normality of in- and out-degree counts in a preferential attachment model
- Hidden regular variation under full and strong asymptotic dependence
Gennady Samorodnitsky
Click to Open- Multiple Thresholds in Extremal Parameter Estimation (September 2018)
- Distance Covariance for Discretized Stochastic Processes (September 2018)
- Estimating the Extremal Index, or, Can One Alleviate the Threshold-Selection Difficulty in Extremal Inference? (September 2018)
- From Infinite Urn Schemes to Self-Similar Stable Processes (September 2018)
- Discrete Extremes (September 2018)
- Sign Cauchy Projections and Chi-Square Kernel
- Tauberian Theory for Multivariate Regularly Varying Distributions with Application to Preferential Attachment Networks
- Nonstandard Regular Variation of In-Degree and Out-Degree in the Preferential Attachment Model
- Reliability of Dynamic Systems in Random Environment by Extreme Value Theory
- General Inverse Problems for Regular Variation
- Calculation of Ruin Probabilities for a Dense Class of Heavy Tailed Distributions
- Multivariate Tail Estimation with Application to Analysis of Covar
- Functional Central Limit Theorem for Heavy Tailed Stationary Infinitely Divisible Processes by Conservative Flows
- Climbing Down Gaussian Peaks
- Asymptotic Behaviour of High Gaussian Minima
- Closed-form Ruin Probabilities in Classical Risk Models with Gamma Claims
- Discrete Extremes
- Contact Distribution in a Thinned Boolean Model with Power Law Radii
- Extreme Values of the Uniform Order 1 Autoregressive Processes and Missing Observations
- Extreme Value Analysis Without the Largest Values: What Can Be Done?
- Functional Central Limit Theorem for a Class of Negatively Dependent Heavy-Tailed Stationary Infinitely Divisible Processes Generated by Conservative Flows
- Time-changed Extremal Process as a Random Sup Measure
- Distance Covariance for Stochastic Processes
- Multivariate subexponential distributions and their applications
- Extremal Theory for Long Range Dependent Infinitely Divisible Processes
Ness Shroff
Click to Open- Information Directed Sampling for Stochastic Bandits with Graph Feedback (September 2018)
- A Change-Detection based Framework for Piecewise-stationary Multi-Armed Bandit Problem (September 2018)
- CAS: Context-aware Background Application Scheduling in Interactive Mobile Systems (Pages 1-6) (Pages 7-16) (September 2018)
- Finding Minimum Node Separators: A Markov Chain Monte Carlo Method (September 2018)
- Mobile Delayed Data Offloading: An Analytical Framework on Heavy-tail Distributions
- Delay Asymptotics with Retransmissions and Incremental Redundancy Codes over Erasure Channels
- An Analytical Framework to Characterize the Efficiency and Delay in a Mobile Data Offloading System
- Stochastic Bandits with Side Observations on Networks
- First Exit Time of a Levy Flight from a Bounded Region
- Exploiting Double Opportunities for Latency-Constrained Content Propagation in Wireless Networks
- On Stochastic Confidence of Information Spread in Opportunistic Networks
- Exploiting Large System Dynamics for Designing Simple Data Center Schedulers
- Non-additive Security Games
- Age-Optimal Information Updates in Multihop Networks
- Update or Wait: How to Keep Your Data Fresh
- Delay-Optimal Probabilistic Scheduling in Green Communications with Arbitrary Arrival and Adaptive Transmission
- iMUTE: Energy-optimal Update Policy for Perishable Mobile Contents
- CAS: Context-aware Background Application Scheduling in Interactive Mobile Systems
- Security Game with Non-additive Utilities and Multiple Attacker Resources
- On Sample-Path Optimal Dynamic Scheduling for Sum-Queue Minimization in Trees under the K-Hop Interference Model
- Analysis of Connectivity and Capacity in One-Dimensional Vehicle-to-Vehicle Networks
Don Towsley
Click to Open- Selective Harvesting Over Networks (September 2018)
- Quantum Walk Neural Networks for Graph-Structured Data (September 2018)
- Characterizing Directed and Undirected Networks viaMultidimensional Walks with Jumps (Pages 1-17) (Pages 18-34) (September 2018)
- Nonstandard Regular Variation of In-Degree and Out-Degree in the Preferential Attachment Model
- Efficient Network Generation Under General Preferential Attachment
- On the Duration and Intensity of Cumulative Advantage Competitions
- Bivariate Heavy Tailed Distribution Generator Using Poisson Processes: Models, Analysis and Real World Data
- Complex Network Comparison Using Random Walks
- Diffusion-Convolutional Neural Networks
- On fast retrieval of relational experiences
- Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps
- Selective Harvesting over Networks
- Image Feature Extraction Based On Spectral Graph Information
- Inferring Higher-Order Structure Statistics of Large Networks From Sampled Edges
Zhi-Li Zhang
Click to Open- Analysis of the Structural Properties and Scalability of Complex Networks (September 2018)
- Markov Fundamental Tensor and Its Applications to Network Analysis (September 2018)
- CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data (September 2018)
- CityLines: Hybrid Hub-and-Spoke Urban Transit System (September 2018)
- From Fingerprint to Footprint: Revealing PhysicalWorld Privacy Leakage by Cyberspace Cookie Logs (September 2018)
- Graph Capsule Convolutional Neural Networks (September 2018)
- Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs (September 2018)
- Markov Tensor Theory and Cascade, Reachability, and Routing in Complex Networks (September 2018)
- Mining Latent Patterns in geoMobile Data via EPIC (Pages 1-14) (Pages 15-28) (September 2018)
- Multi-Low-Rank Approximation For Traffc Matrices (September 2018)
- Towards More Manageable and Secure Enterprise and Data-Center Networks (September 2018)
- Uncovering the Nucleus of a Massive Reciprocal Network (September 2018)
- Uncovering the Nucleus of Social Networks (Pages 1-4) (Pages 5-10) (September 2018)
- Unfolding the Core Structure of the Reciprocal Graph of a Massive Online Social Network
- Analysis of a Reciprocal Network Using Google+: Structural Properties and Evolution
- Mining Spatial-Temporal geoMobile Data via Feature Distributional Similarity Graph
- Detecting malicious activities with user-agent-based profiles
- Most Calls are Local (but Some are Regional): Dissecting Cellular Communication Patterns
- Understanding Security Group Usage in a Public IaaS Cloud
- SAMPO Online Subflow Association for Multipath TCP with Partial Flow Records
- A Virtual Id Routing Protocol for Future Dynamics Networks and Its Implementation Using the SDN Paradigm
- Zhang: MURI yearly progress report
- Multivariate Heavy Tails in Complex Networks
- Voter Model on Signed Social Networks
- What Drives the Growth of YouTube? Measuring and Analyzing the Evolution Dynamics of YouTube Video Uploads
- Understanding (Inter-)Dependencies and Vulnerabilities in Static and Dynamic Networks
- Sampling Big Trajectory Data
- Separation of Benign and Malicious Network Events for Accurate Malware Family Classification
- Leveraging Client-Side DNS Failure Patterns to Identify Malicious Behaviors
- Reciprocity in Social Networks with Capacity Constraints
- Pivotality of Nodes in Reachability Problems Using Avoidance and Transit Hitting Time Metrics
- How Much to Coordinate?—Optimizing In-Network Caching in Content-Centric Networks
- Revisiting Non-Progressive Influence Models: Scalable Influence Maximization in Social Networks
- The Effect of Different Couplings on Mitigating Failure Cascades in Interdependent Networks
- When Raft Meets SDN: How to Elect a Leader and Reach Consensus in an Unruly Network
- Modeling Urban Trip Demands in Cloud-Commuting System: A Holistic Approach
- Multi-Low-Rank Approximation For Traffic Matrices
- Multi-touch Authentication Using Hand Geometry and Behavioral Information
- Network Function Virtualization Enablement Within SDN Data Plane
- Magneto: Unified Fine-grained Path Control in Legacy and OpenFlow Hybrid Networks
- ParaBox: Exploiting Parallelism for Virtual Network Functions in Service Chaining