Demo Data from VLDB 2026 / reviewers in the wild / expert
Kirby Banman
dblp:295/5336
· DBLP profile ↗
2ranked-venue papers
1as first author
2since 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 first-author · 2 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 |
Optimization for machine learning · 35% Deep learning architectures and training · 33% Transfer learning and domain adaptation · 17% |
Topics — the 6 heaviest of 7, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Transfer learning and domain adaptation › domain shift
covariate shift |
0.6 | 1 | 2022 | Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum · ICLR 2022 |
Machine learning › Deep learning architectures and training › training dynamics
optimization dynamics |
0.6 | 1 | 2022 | Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum · ICLR 2022 |
Machine learning › Optimization for machine learning
stochastic gradient descent |
0.6 | 1 | 2022 | Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum · ICLR 2022 |
Machine learning › Optimization for machine learning › stochastic gradient descent
stochastic gradient descent with momentum |
0.6 | 1 | 2022 | Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum · ICLR 2022 |
Machine learning › Deep learning architectures and training
activation function |
0.5 | 1 | 2021 | Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online · ICLR 2021 |
Machine learning › Representation and self-supervised learning › representation learning › unsupervised representation learning
sparse coding |
0.5 | 1 | 2021 | Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online · ICLR 2021 |
Methods — techniques the papers use, named apart from their topics
stochastic gradient descent with momentum · 0.6tiling activation · 0.5sparse coding · 0.5
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2022 | Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum
Kirby Banman, Liam Peet-Pare, Nidhi Hegde 0001, Alona Fyshe, Martha White |
ICLR | 1 |
| 2021 | Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online
Yangchen Pan, Kirby Banman, Martha White |
ICLR | 2 |