Export Citations
Save this search
Please login to be able to save your searches and receive alerts for new content matching your search criteria.
- research-articleDecember 2024
Anticoncentration of Random Vectors via the Strong Perfect Graph Theorem
AbstractIn this paper we give anticoncentration bounds for sums of independent random vectors in finite-dimensional vector spaces. In particular, we asymptotically establish a conjecture of Leader and Radcliffe (SIAM J Discrete Math 7:90–101, 1994) and a ...
- research-articleMarch 2024
Global Error Bounds for the Extended Vertical Linear Complementarity Problems of CKV-Type Matrices and CKV-Type -Matrices
- research-articleAugust 2023
Precision-aware deterministic and probabilistic error bounds for floating point summation
Numerische Mathematik (NUMM), Volume 155, Issue 1-2Pages 83–119https://doi.org/10.1007/s00211-023-01370-yAbstractWe analyze the forward error in the floating point summation of real numbers, for computations in low precision or extreme-scale problem dimensions that push the limits of the precision. We present a systematic recurrence for a martingale on a ...
- research-articleMarch 2023
-
- research-articleOctober 2022
BERT’s sentiment score for portfolio optimization: a fine-tuned view in Black and Litterman model
Neural Computing and Applications (NCAA), Volume 34, Issue 20Pages 17507–17521https://doi.org/10.1007/s00521-022-07403-1AbstractIn financial markets, sentiment analysis on natural language sentences can improve forecasting. Many investors rely on information extracted from newspapers or their feelings. Therefore, this information is expressed in their language. Sentiment ...
- research-articleAugust 2022
The access time of random walks on trees with given partition
Applied Mathematics and Computation (APMC), Volume 427, Issue Chttps://doi.org/10.1016/j.amc.2022.127173Highlights- The access time H ( π , v ) is very hard to obtained in general graphs. In this paper, the access time of trees are investigated and some precise values of ...
Denote by T ( s , t ) the set of trees, whose vertex set can be partitioned into two independent sets of sizes s and t respectively. Given a tree T with stationary distribution π and a vertex v ∈ T, the access time H T ( π , v ) is the ...
- research-articleJune 2022
Second Order Asymptotics for Infinite-Time Ruin Probability in a Compound Renewal Risk Model
Methodology and Computing in Applied Probability (MCAP), Volume 24, Issue 2Pages 1221–1236https://doi.org/10.1007/s11009-021-09862-wAbstractConsider a compound renewal risk model, in which a single accident may cause more than one claim. Under the condition that the common distribution of the individual claims is second order subexponential, we establish a second order asymptotic ...
- research-articleJanuary 2022
Localization of Defects Via Residence Time Measures
SIAM Journal on Applied Mathematics (SJAM), Volume 82, Issue 2Pages 502–525https://doi.org/10.1137/20M1380284We show that residence time measures can be used to identify the geometrical and transmission properties of a defect along a path. The model we study is based on a one-dimensional simple random walk. The sites of the lattice are regular, i.e., the jumping ...
- research-articleDecember 2021
A generalized linear model for multivariate events
Journal of Computational and Applied Mathematics (JCAM), Volume 398, Issue Chttps://doi.org/10.1016/j.cam.2021.113655AbstractWe propose a new generalized linear model for modeling multivariate events ( N , X , Y ), where N is the duration, X is the magnitude, and Y is the maximum of the event. Such events arise, for example, when a process is observed above ...
- research-articleDecember 2021
The proportion of the population never hearing a rumour
Queueing Systems: Theory and Applications (QSYS), Volume 99, Issue 3-4Pages 231–241https://doi.org/10.1007/s11134-021-09714-xAbstractSudbury (J Appl Prob 22:443–446, 1985) showed for the Maki–Thompson model of rumour spreading that the proportion of the population never hearing the rumour converges in probability to a limiting constant (approximately equal to 0.203) as the ...
- research-articleMarch 2021
Structure of the Particle Population for a Branching Random Walk with a Critical Reproduction Law
Methodology and Computing in Applied Probability (MCAP), Volume 23, Issue 1Pages 85–102https://doi.org/10.1007/s11009-020-09773-2AbstractWe consider a continuous-time symmetric branching random walk on the d-dimensional lattice, d ≥ 1, and assume that at the initial moment there is one particle at every lattice point. Moreover, we assume that the underlying random walk has a finite ...
- research-articleJanuary 2021
Credit Risk Propagation in Structural-Form Models
SIAM Journal on Financial Mathematics (SIFIN), Volume 12, Issue 4Pages 1340–1373https://doi.org/10.1137/20M135340XExisting empirical studies on correlated defaults have shown that the default of a firm impacts other firms; however, this impact has yet to be theoretically validated and quantified, especially under a structural-form model with more than two firms, and ...
- research-articleJanuary 2021
Kelly Criterion: From a Simple Random Walk to Lévy Processes
SIAM Journal on Financial Mathematics (SIFIN), Volume 12, Issue 1Pages 342–368https://doi.org/10.1137/20M1330488The original Kelly criterion provides a strategy to maximize the long-term growth of winnings in a sequence of simple Bernoulli bets with an edge, that is, when the expected return on each bet is positive. The objective of this work is to consider more ...
- research-articleJanuary 2021
Parallel Stochastic Asynchronous Coordinate Descent: Tight Bounds on the Possible Parallelism
SIAM Journal on Optimization (SIOPT), Volume 31, Issue 1Pages 448–460https://doi.org/10.1137/19M129574XSeveral works have shown linear speedup is achieved by an asynchronous parallel implementation of stochastic coordinate descent so long as there is not too much parallelism. More specifically, it is known that if all updates are of similar duration, then ...
- research-articleOctober 2020
Tail asymptotics for the retrial queue with non-preemptive priority
Queueing Systems: Theory and Applications (QSYS), Volume 96, Issue 1-2Pages 169–199https://doi.org/10.1007/s11134-020-09666-8AbstractStochastic networks with complex structures are key modelling tools for many important applications. In this paper, we consider a specific type of network: retrial queueing systems with priority. This type of queueing system is important in ...
- research-articleOctober 2020
Speed of convergence to the quasi-stationary distribution for Lévy input fluid queues
Queueing Systems: Theory and Applications (QSYS), Volume 96, Issue 1-2Pages 153–167https://doi.org/10.1007/s11134-020-09664-wAbstractIn this note, we prove that the speed of convergence of the workload of a Lévy-driven queue to the quasi-stationary distribution is of order 1/t. We identify also the Laplace transform of the measure giving this speed and provide some examples.
- research-articleJanuary 2020
Probabilistic Error Analysis for Inner Products
SIAM Journal on Matrix Analysis and Applications (SIMAX), Volume 41, Issue 4Pages 1726–1741https://doi.org/10.1137/19M1270434Probabilistic models are proposed for bounding the forward error in the numerically computed inner product (dot product, scalar product) between two real $n$-vectors. We derive probabilistic perturbation bounds as well as probabilistic roundoff error bounds ...