Search results for "heavy-tails"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
88	Félix Hernández-Campos, J. S. Marron, F. Donelson Smith, Gennady Samorodnitsky	Variable Heavy Tailed Durations in Internet Traffic, Part I: Understanding Heavy Tails.	MASCOTS	2002	DBLP DOI BibTeX RDF
63	Tudor Hulubei, Barry O'Sullivan	The Impact of Search Heuristics on Heavy-Tailed Behaviour.	Constraints An Int. J.	2006	DBLP DOI BibTeX RDF	Runtime distributions, Constraint satisfactions, Search heuristics
63	Tudor Hulubei, Barry O'Sullivan	Search Heuristics and Heavy-Tailed Behaviour.	CP	2005	DBLP DOI BibTeX RDF
48	Jose H. Blanchet, Jingchen Liu, Bert Zwart	Large deviations perspective on ordinal optimization of heavy-tailed systems.	WSC	2008	DBLP DOI BibTeX RDF
47	Mark Broadie, Minsup Han, Assaf Zeevi	Implications of heavy tails on simulation-based ordinal optimization.	WSC	2007	DBLP DOI BibTeX RDF
41	Carla P. Gomes, Cèsar Fernández, Bart Selman, Christian Bessière	Statistical Regimes Across Constrainedness Regions.	Constraints An Int. J.	2005	DBLP DOI BibTeX RDF	runtime distributions, typical case analysis, phase transitions, heavy-tailed distributions, backtrack search
41	Carla P. Gomes, Cèsar Fernández, Bart Selman, Christian Bessiere	Statistical Regimes Across Constrainedness Regions.	CP	2004	DBLP DOI BibTeX RDF
39	Gaetano Iaquinta, Fabio Lamantia, Ivar Massabò, Sergio Ortobelli Lozza	Moment based approaches to value the risk of contingent claim portfolios.	Ann. Oper. Res.	2009	DBLP DOI BibTeX RDF	Contingent claims, Delta-gamma approximation, Distributional moments, Asymmetry, Value at Risk, Heavy tails
39	David Malone, Ken Duffy, Christopher King	Some remarks on ld plots for heavy-tailed traffic.	Comput. Commun. Rev.	2007	DBLP DOI BibTeX RDF	ld plots, wavelet estimator, hurst parameter, heavy-tails
39	Sigrún Andradóttir, Paul Glasserman, Peter W. Glynn, Philip Heidelberger, Sandeep Juneja 0001	Perwez Shahabuddin, 1962-2005: A professional appreciation.	ACM Trans. Model. Comput. Simul.	2007	DBLP DOI BibTeX RDF	finance, splitting, Rare event simulation, heavy tails
39	Hanspeter Schmidli	Asymptotics of Ruin Probabilities for Risk Processes under Optimal Reinsurance and Investment Policies: The Large Claim Case.	Queueing Syst. Theory Appl.	2004	DBLP DOI BibTeX RDF	Cramér-Lundberg approximation, adjustment coefficient, geometric Brownian motion, optimal control, heavy tails, subexponential distributions, ruin probability
39	Bárbara González-Arévalo	Performance of a Leaky Bucket System with Long-Range Dependent Input Traffic.	Queueing Syst. Theory Appl.	2004	DBLP DOI BibTeX RDF	time until overflow, flow control, long-range dependence, finite buffer, heavy tails, leaky bucket, fluid queue
39	M. F. M. Nuyens	The Maximum Queue Length for Heavy-Tailed Service Times in the M/G/1 FB Queue.	Queueing Syst. Theory Appl.	2004	DBLP DOI BibTeX RDF	maximum queue length, log-convex density, foreground background (FB), unstable queue, finite waiting room, buffer, overflow, heavy tails, service discipline, busy cycle
39	Charles Knessl, John A. Morrison	Heavy Traffic Analysis of Two Coupled Processors.	Queueing Syst. Theory Appl.	2003	DBLP DOI BibTeX RDF	M/G/ queue, Hausdorf dimension, Lévy process, infinite source Poisson model, self-similarity, long range dependence, transmission schedule, heavy tails, multifractal, weak convergence, data networks
39	Rudesindo Núñez-Queija	Queues with Equally Heavy Sojourn Time and Service Requirement Distributions.	Ann. Oper. Res.	2002	DBLP DOI BibTeX RDF	foreground-background processor sharing, queues with heavy tails, (intermediate) regular variation, telecommunications, processor sharing, shortest remaining processing time
39	Mark Crovella, Azer Bestavros	Self-similarity in World Wide Web traffic: evidence and possible causes.	IEEE/ACM Trans. Netw.	1997	DBLP DOI BibTeX RDF	Internet, World Wide Web, self-similarity, heavy tails, file sizes
37	Andrew D. Ker	Derivation of Error Distribution in Least Squares Steganalysis.	IEEE Trans. Inf. Forensics Secur.	2007	DBLP DOI BibTeX RDF
37	Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos	Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication.	PKDD	2005	DBLP DOI BibTeX RDF
35	Paul Glasserman, Philip Heidelberger, Perwez Shahabuddin	Variance reduction techniques for value-at-risk with heavy-tailed risk factors.	WSC	2000	DBLP DOI BibTeX RDF
31	Paul Dupuis, Kevin Leder, Hui Wang 0003	Importance sampling for sums of random variables with regularly varying tails.	ACM Trans. Model. Comput. Simul.	2007	DBLP DOI BibTeX RDF	Dynamic importance sampling, asymptotically optimal relative error, bounded relative error, regularly varying tails, variance reduction, rare events
30	Filip Zelezný, Ashwin Srinivasan 0001, David Page	Lattice-Search Runtime Distributions May Be Heavy-Tailed.	ILP	2002	DBLP DOI BibTeX RDF
28	Xuwen Zhu, Yana Melnykov, Angelina S. Kolomoytseva	Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter.	Adv. Data Anal. Classif.	2024	DBLP DOI BibTeX RDF
28	Zhe Jiao, Martin Keller-Ressel	Emergence of heavy tails in homogenized stochastic gradient descent.	CoRR	2024	DBLP DOI BibTeX RDF
28	Yingying Zhang, Volodymyr Melnykov, Igor Melnykov	On Model-Based Clustering of Directional Data with Heavy Tails.	J. Classif.	2023	DBLP DOI BibTeX RDF
28	Krunoslav Lehman Pavasovic, Alain Durmus, Umut Simsekli	Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent.	CoRR	2023	DBLP DOI BibTeX RDF
28	Kruno Lehman, Alain Durmus, Umut Simsekli	Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent.	NeurIPS	2023	DBLP BibTeX RDF
28	Robert Garthoff, Philipp Otto	Spatiotemporal procedures for the statistical surveillance of spatial autoregressive models with heavy tails.	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
28	Fausto Carcassi, Jakub Szymanik	Heavy Tails and the Shape of Modified Numerals.	Cogn. Sci.	2022	DBLP DOI BibTeX RDF
28	Shuxiong Zhang	On large-deviation probabilities for the empirical distribution of branching random walks with heavy tails.	J. Appl. Probab.	2022	DBLP DOI BibTeX RDF
28	Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee 0001, Hongseok Yang, François Caron	Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility.	CoRR	2022	DBLP DOI BibTeX RDF
28	Sayar Karmakar, Anirbit Mukherjee	An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate.	CoRR	2022	DBLP DOI BibTeX RDF
28	Jiujia Zhang, Ashok Cutkosky	Parameter-free Regret in High Probability with Heavy Tails.	CoRR	2022	DBLP DOI BibTeX RDF
28	Pedro Abdalla, Nikita Zhivotovskiy	Covariance Estimation: Optimal Dimension-free Guarantees for Adversarial Corruption and Heavy Tails.	CoRR	2022	DBLP DOI BibTeX RDF
28	Sunkyu Yu, Namkyoo Park	Heavy tails and pruning in programmable photonic circuits.	CoRR	2022	DBLP DOI BibTeX RDF
28	Dieqiao Feng, Carla P. Gomes, Bart Selman	Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning.	CoRR	2022	DBLP DOI BibTeX RDF
28	Ismail A. Mageed, Qichun Zhang	Inductive Inferences of Z-Entropy Formalism (ZEF) Stable M/G/1 Queue with Heavy Tails.	ICAC	2022	DBLP DOI BibTeX RDF
28	Alexander S. Rumyantsev, Robert Basmadjian, Sergey Astafiev, Alexander Golovin	Evaluating asynchronous speed scaling policies in high-performance data centres with heavy tails.	e-Energy	2022	DBLP DOI BibTeX RDF
28	Dieqiao Feng, Carla P. Gomes, Bart Selman	Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning.	NeurIPS	2022	DBLP BibTeX RDF
28	Jiujia Zhang, Ashok Cutkosky	Parameter-free Regret in High Probability with Heavy Tails.	NeurIPS	2022	DBLP BibTeX RDF
28	José Vinícius de Miranda Cardoso, Jiaxi Ying, Daniel P. Palomar	Learning Bipartite Graphs: Heavy Tails and Multiple Components.	NeurIPS	2022	DBLP BibTeX RDF
28	Shaojie Li, Yong Liu 0018	High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails.	ICML	2022	DBLP BibTeX RDF
28	Yana Melnykov, Xuwen Zhu, Volodymyr Melnykov	Transformation mixture modeling for skewed data groups with heavy tails and scatter.	Comput. Stat.	2021	DBLP DOI BibTeX RDF
28	Yun Zeng, Jian Tan, Cathy H. Xia	Fork and Join Queueing Networks with Heavy Tails: Scaling Dimension and Throughput Limit.	J. ACM	2021	DBLP DOI BibTeX RDF
28	Ashok Cutkosky, Harsh Mehta	High-probability Bounds for Non-Convex Stochastic Optimization with Heavy Tails.	CoRR	2021	DBLP BibTeX RDF
28	Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli	Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks.	CoRR	2021	DBLP BibTeX RDF
28	Alexander Camuto, Xiaoyu Wang, Lingjiong Zhu, Chris C. Holmes, Mert Gürbüzbalaban, Umut Simsekli	Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections.	CoRR	2021	DBLP BibTeX RDF
28	Eldan Cohen, J. Christopher Beck	Heavy-Tails and Randomized Restarting Beam Search in Goal-Oriented Neural Sequence Decoding.	CPAIOR	2021	DBLP DOI BibTeX RDF
28	Ashok Cutkosky, Harsh Mehta	High-probability Bounds for Non-Convex Stochastic Optimization with Heavy Tails.	NeurIPS	2021	DBLP BibTeX RDF
28	Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli	Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks.	NeurIPS	2021	DBLP BibTeX RDF
28	Liam Hodgkinson, Michael W. Mahoney	Multiplicative Noise and Heavy Tails in Stochastic Optimization.	ICML	2021	DBLP BibTeX RDF
28	Alexander Camuto, Xiaoyu Wang, Lingjiong Zhu, Chris C. Holmes, Mert Gürbüzbalaban, Umut Simsekli	Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections.	ICML	2021	DBLP BibTeX RDF
28	Matthew J. Holland, El Mehdi Haress	Learning with risk-averse feedback under potentially heavy tails.	AISTATS	2021	DBLP BibTeX RDF
28	Matthew Holland	Robustness and scalability under heavy tails, without strong convexity.	AISTATS	2021	DBLP BibTeX RDF
28	Mikhail Drugov, Dmitry Ryvkin	Tournament rewards and heavy tails.	J. Econ. Theory	2020	DBLP DOI BibTeX RDF
28	Guo-Dong Xing, Xiaoli Gan, Xiaohu Li, Shanchao Yang	On the asymptotics of value-at-risk for portfolio loss under bivariate Eyraud-Farlie-Gumbel-Morgenstern copula and heavy tails.	Commun. Stat. Simul. Comput.	2020	DBLP DOI BibTeX RDF
28	Guo-Dong Xing, Xiaohu Li, Shanchao Yang	On the asymptotics of tail conditional expectation for portfolio loss under bivariate Eyraud-Farlie-Gumbel-Morgenstern copula and heavy tails.	Commun. Stat. Simul. Comput.	2020	DBLP DOI BibTeX RDF
28		Improved scalability under heavy tails, without strong convexity.	CoRR	2020	DBLP BibTeX RDF
28	Matthew J. Holland, El Mehdi Haress	Learning with CVaR-based feedback under potentially heavy tails.	CoRR	2020	DBLP BibTeX RDF
28	Abhimanyu Dubey, Alex Pentland	Cooperative Multi-Agent Bandits with Heavy Tails.	CoRR	2020	DBLP BibTeX RDF
28	Eric Bax	Heavy Tails Make Happy Buyers.	CoRR	2020	DBLP BibTeX RDF
28	Liam Hodgkinson, Michael W. Mahoney	Multiplicative noise and heavy tails in stochastic optimization.	CoRR	2020	DBLP BibTeX RDF
28	Ankit Pensia, Varun S. Jog, Po-Ling Loh	Robust regression with covariate filtering: Heavy tails and adversarial contamination.	CoRR	2020	DBLP BibTeX RDF
28	Éireann Leverett, Eric Jardine, Erin Burns, Ankit Gangwal, Dan Geer	Averages don't characterise the heavy tails of ransoms.	eCrime	2020	DBLP DOI BibTeX RDF
28	Umut Simsekli, Ozan Sener, George Deligiannidis, Murat A. Erdogdu	Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks.	NeurIPS	2020	DBLP BibTeX RDF
28	Abhimanyu Dubey, Alex 'Sandy' Pentland	Cooperative Multi-Agent Bandits with Heavy Tails.	ICML	2020	DBLP BibTeX RDF
28	Shuang Xia, Pu Wang 0001, Hyuck M. Kwon	Utility-Optimal Wireless Routing in the Presence of Heavy Tails.	IEEE Trans. Veh. Technol.	2019	DBLP DOI BibTeX RDF
28	Yolanda M. Gómez, Heleno Bolfarine, Héctor W. Gómez	Gumbel distribution with heavy tails and applications to environmental data.	Math. Comput. Simul.	2019	DBLP DOI BibTeX RDF
28	Neveka M. Olmos, Osvaldo Venegas, Yolanda M. Gómez, Yuri A. Iriarte	An Asymmetric Distribution with Heavy Tails and Its Expectation-Maximization (EM) Algorithm Implementation.	Symmetry	2019	DBLP DOI BibTeX RDF
28	Matthias Pezzutto, Luca Schenato 0001, Subhrakanti Dey	Heavy-tails in Kalman filtering with packet losses.	Eur. J. Control	2019	DBLP DOI BibTeX RDF
28	Hansjörg Albrecher, Mogens Bladt	Inhomogeneous phase-type distributions and heavy tails.	J. Appl. Probab.	2019	DBLP DOI BibTeX RDF
28	Matthew J. Holland	PAC-Bayes under potentially heavy tails.	CoRR	2019	DBLP BibTeX RDF
28	Matthew J. Holland	PAC-Bayes under potentially heavy tails.	NeurIPS	2019	DBLP BibTeX RDF
28	Yun Zeng, Jian Tan, Cathy H. Xia	Fork and Join Queueing Networks with Heavy Tails: Scaling Dimension and Throughput Limit.	CoRR	2018	DBLP BibTeX RDF
28	Subhrakanti Dey, Luca Schenato 0001	Heavy-tails in Kalman filtering with packet losses: confidence bounds vs second moment stability.	ECC	2018	DBLP DOI BibTeX RDF
28	Yun Zeng, Jian Tan, Cathy Honghui Xia	Fork and Join Queueing Networks with Heavy Tails: Scaling Dimension and Throughput Limit.	SIGMETRICS (Abstracts)	2018	DBLP DOI BibTeX RDF
28	Eldan Cohen, J. Christopher Beck	Local Minima, Heavy Tails, and Search Effort for GBFS.	IJCAI	2018	DBLP DOI BibTeX RDF
28	Hiroshi Sasaki 0001, Fang-Hsiang Su, Teruo Tanimoto, Simha Sethumadhavan	Heavy Tails in Program Structure.	IEEE Comput. Archit. Lett.	2017	DBLP DOI BibTeX RDF
28	François Baccelli, Avhishek Chatterjee, Sriram Vishwanath	Pairwise Stochastic Bounded Confidence Opinion Dynamics: Heavy Tails and Stability.	IEEE Trans. Autom. Control.	2017	DBLP DOI BibTeX RDF
28	Peter Mathews, Lewis Mitchell, Giang T. Nguyen 0003, Nigel G. Bean	The nature and origin of heavy tails in retweet activity.	CoRR	2017	DBLP BibTeX RDF
28	Carlos Barba-Jimenez, Raúl V. Ramírez-Velarde, Juan Arturo Nolazco-Flores	Models for wireless H.264 video-on-demand services using self-similarity and heavy-tails.	Wirel. Networks	2017	DBLP DOI BibTeX RDF
28	Peter Mathews, Lewis Mitchell, Giang T. Nguyen 0003, Nigel G. Bean	The Nature and Origin of Heavy Tails in Retweet Activity.	WWW (Companion Volume)	2017	DBLP DOI BibTeX RDF
28	Shuang Xia, Pu Wang 0001	Stochastic network utility maximization in the presence of heavy-tails.	ICC	2017	DBLP DOI BibTeX RDF
28	Hiroshi Sasaki 0001, Fang-Hsiang Su, Teruo Tanimoto, Simha Sethumadhavan	Why do programs have heavy tails?	IISWC	2017	DBLP DOI BibTeX RDF
28	Daniel J. Hsu, Sivan Sabato	Loss Minimization and Parameter Estimation with Heavy Tails.	J. Mach. Learn. Res.	2016	DBLP BibTeX RDF
28	Laura Spierdijk	Confidence intervals for ARMA-GARCH Value-at-Risk: The case of heavy tails and skewness.	Comput. Stat. Data Anal.	2016	DBLP DOI BibTeX RDF
28	Ladislav Kristoufek	Power-law cross-correlations estimation under heavy tails.	Commun. Nonlinear Sci. Numer. Simul.	2016	DBLP DOI BibTeX RDF
28	Benjamin Edwards, Steven A. Hofmeyr, Stephanie Forrest	Hype and heavy tails: A closer look at data breaches.	J. Cybersecur.	2016	DBLP DOI BibTeX RDF
28	Vlasta Kanková, Michal Houda	Thin and heavy tails in stochastic programming.	Kybernetika	2015	DBLP DOI BibTeX RDF
28	Pu Wang 0001, Ian F. Akyildiz	On the Stability of Dynamic Spectrum Access Networks in the Presence of Heavy Tails.	IEEE Trans. Wirel. Commun.	2015	DBLP DOI BibTeX RDF
28	Vijay Kamble, Jean C. Walrand	Approximately optimal scheduling of an M/G/1 queue with heavy tails.	Queueing Syst. Theory Appl.	2015	DBLP DOI BibTeX RDF
28	Martin Gerlach, Francesc Font-Clos, Eduardo G. Altmann	On the similarity of symbol frequency distributions with heavy tails.	CoRR	2015	DBLP BibTeX RDF
28	K. K. Thampi	Finite Time Ruin Probability of the Compound Renewal Model with Constant Interest Rate and Weakly Negatively Dependent Claims with Heavy Tails.	IGTR	2015	DBLP DOI BibTeX RDF
28	Remigijus Leipus, Yang Yang, Lina Dindiene	On the max-sum equivalence in presence of negative dependence and heavy tails.	Inf. Technol. Control.	2015	DBLP DOI BibTeX RDF
28	Alexey V. Lebedev	Activity maxima in some models of information networks with random weights and heavy tails.	Probl. Inf. Transm.	2015	DBLP DOI BibTeX RDF
28	Momodou L. Sanyang, Ata Kabán	Heavy tails with parameter adaptation in random projection based continuous EDA.	CEC	2015	DBLP DOI BibTeX RDF
28	Benjamin Edwards, Steven A. Hofmeyr, Stephanie Forrest	Hype and Heavy Tails: A Closer Look at Data Breaches.	WEIS	2015	DBLP BibTeX RDF
28	Joshua Introne, Sean P. Goggins	Taming a Menagerie of Heavy Tails with Skew Path Analysis.	WebSci	2015	DBLP DOI BibTeX RDF
28	François Baccelli, Avhishek Chatterjee, Sriram Vishwanath	Pairwise stochastic bounded confidence opinion dynamics: Heavy tails and stability.	INFOCOM	2015	DBLP DOI BibTeX RDF
28	Luca Allodi	The Heavy Tails of Vulnerability Exploitation.	ESSoS	2015	DBLP DOI BibTeX RDF
28	Kaustubh Jain	Performance Modeling of Wireless Ad-hoc Networks and the Presence of Heavy-Tails and LRD.		2015	RDF