Demo Data from VLDB 2026 / reviewers in the wild / expert
Robert D. Skeel
dblp:55/3977
· DBLP profile ↗
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
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Probabilistic and Bayesian machine learning › statistical inference
bayesian inference |
0.2 | 1 | 2014 | Bayesian Sampling Using Stochastic Gradient Thermostats · NIPS 2014 |
Machine learning › Probabilistic and Bayesian machine learning › monte carlo methods
markov chain monte carlo |
0.2 | 1 | 2014 | Bayesian Sampling Using Stochastic Gradient Thermostats · NIPS 2014 |
Algorithms and data structures › numerical linear algebra
gaussian elimination |
0.0 | 1 | 1979 | Scaling for Numerical Stability in Gaussian Elimination · J. ACM 1979 |
Algorithms and data structures
numerical linear algebra |
0.0 | 1 | 1979 | Scaling for Numerical Stability in Gaussian Elimination · J. ACM 1979 |
Mathematical optimization › numerical analysis
numerical stability |
0.0 | 1 | 1979 | Scaling for Numerical Stability in Gaussian Elimination · J. ACM 1979 |
Algorithms and data structures › numerical linear algebra
sparse linear systems |
0.0 | 1 | 1979 | 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
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2014 | Bayesian Sampling Using Stochastic Gradient Thermostats
Nan Ding 0002, Youhan Fang, Ryan Babbush, Changyou Chen, Robert D. Skeel, Hartmut Neven |
NIPS | 5 |
| 1986 | Note on blended linear multistep formulasabstractThe 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 EliminationabstractRoundoff 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. ACM | 1 |
| 1977 | Blended Linear Multistep Methodsabstractarticle 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 |