Demo Data from VLDB 2026 / reviewers in the wild / expert
Tianzong Zhang
dblp:264/2668
· DBLP profile ↗
2ranked-venue papers
0as first author
1since 2021 · last 2022
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 1 since 2021
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
2 papers |
Probabilistic and Bayesian machine learning · 40% Learning theory · 30% Deep learning architectures and training · 30% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Probabilistic and Bayesian machine learning › probabilistic inference › approximate inference › variational inference › particle-based variational inference
stein variational gradient descent |
0.6 | 1 | 2022 | Understanding the Variance Collapse of SVGD in High Dimensions · ICLR 2022 |
Machine learning › Learning theory
generalization bounds |
0.4 | 1 | 2020 | Generalization of Two-layer Neural Networks: An Asymptotic Viewpoint · ICLR 2020 |
Machine learning › Deep learning architectures and training › feedforward neural network
two-layer neural network |
0.4 | 1 | 2020 | Generalization of Two-layer Neural Networks: An Asymptotic Viewpoint · ICLR 2020 |
Methods — techniques the papers use, named apart from their topics
asymptotic analysis · 0.4
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2022 | Understanding the Variance Collapse of SVGD in High Dimensions
Jimmy Ba, Murat A. Erdogdu, Marzyeh Ghassemi, Shengyang Sun, Taiji Suzuki, Denny Wu, Tianzong Zhang |
ICLR | 7 |
| 2020 | Generalization of Two-layer Neural Networks: An Asymptotic Viewpoint
Jimmy Ba, Murat A. Erdogdu, Taiji Suzuki, Denny Wu, Tianzong Zhang |
ICLR | 5 |