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Robert D. Skeel

dblp:55/3977 · DBLP profile ↗
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4ranked-venue papers
3as first author
0since 2021 · last 2014
0000-0002-4807-8988ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Theory of computation · 2 · 2 first-authorArtificial intelligence and machine learning · 1Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Probabilistic and Bayesian machine learning · 100%
Theoretical computer science
1 paper
Algorithms and data structures · 70% Mathematical optimization · 30%

Topics — the 6 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Probabilistic and Bayesian machine learning › statistical inference
bayesian inference
0.212014
Bayesian Sampling Using Stochastic Gradient Thermostats · NIPS 2014
Machine learning › Probabilistic and Bayesian machine learning › monte carlo methods
markov chain monte carlo
0.212014
Bayesian Sampling Using Stochastic Gradient Thermostats · NIPS 2014
Algorithms and data structures › numerical linear algebra
gaussian elimination
0.011979
Scaling for Numerical Stability in Gaussian Elimination · J. ACM 1979
Algorithms and data structures
numerical linear algebra
0.011979
Scaling for Numerical Stability in Gaussian Elimination · J. ACM 1979
Mathematical optimization › numerical analysis
numerical stability
0.011979
Scaling for Numerical Stability in Gaussian Elimination · J. ACM 1979
Algorithms and data structures › numerical linear algebra
sparse linear systems
0.011979
Scaling for Numerical Stability in Gaussian Elimination · J. ACM 1979

Methods — techniques the papers use, named apart from their topics

thermostats · 0.2stochastic gradient langevin dynamics · 0.2roundoff error analysis · 0.0condition number analysis · 0.0
YearPublicationVenuePosition
2014 Bayesian Sampling Using Stochastic Gradient Thermostats
Nan Ding 0002, Youhan Fang, Ryan Babbush, Changyou Chen, Robert D. Skeel, Hartmut Neven
NIPS5
1986 Note on blended linear multistep formulas
abstract
The blended linear multistep methods of Skeel and Kong (1977) are fairly simply expressed in Nordsieck form, but the underlying multistep method turns out to be much more complicated.
Robert D. Skeel, Thu V. Vu
ACM Trans. Math. Softw.1
1979 Scaling for Numerical Stability in Gaussian Elimination
abstract
Roundoff error m the solution of hnear algebraic systems is stud,ed using a more reahstsc notion of what st means to perturb a problem, namely, that each datum :s subject to a relatwely small change Th:s ,s particularly appropriate for sparse linear systems The condition number :s determined for th:s approach The effect of scahng on the stabdlty of Gaussmn ellmmat,on is stud:ed, and st is d:scovered that the proper way to scale a system depends on the right-hand s:de However, ff only the norm of the error is of concern, then there ~s a good way to scale that does not depend on the right-hand stde
Robert D. Skeel
J. ACM1
1977 Blended Linear Multistep Methods
abstract
article Blended Linear Multistep Methods Share on Authors: Robert D. Skeel Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, ILView Profile , Antony K. Kong Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, ILView Profile Authors Info & Claims ACM Transactions on Mathematical SoftwareVolume 3Issue 4Dec. 1977 pp 326–345https://doi.org/10.1145/355759.355762Published:01 December 1977 43citation532DownloadsMetricsTotal Citations43Total Downloads532Last 12 Months2Last 6 weeks0 Get Citation AlertsNew Citation Alert added!This alert has been successfully added and will be sent to:You will be notified whenever a record that you have chosen has been cited.To manage your alert preferences, click on the button below.Manage my AlertsNew Citation Alert!Please log in to your account Save to BinderSave to BinderCreate a New BinderNameCancelCreateExport CitationPublisher SiteGet Access
Robert D. Skeel, Antony K. Kong
ACM Trans. Math. Softw.1