Demo Data from EDBT 2026 / reviewers in the wild / expert
Altan Haan
dblp:267/9582
· DBLP profile ↗
2ranked-venue papers
0as first author
2since 2021 · last 2024
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 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
1 paper |
Efficient and distributed learning · 100% |
Topics — the 2 heaviest of 2, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Efficient and distributed learning
memory-efficient training |
0.5 | 1 | 2021 | Dynamic Tensor Rematerialization · ICLR 2021 |
Machine learning › Efficient and distributed learning › memory-efficient training
re-materialization |
0.5 | 1 | 2021 | Dynamic Tensor Rematerialization · ICLR 2021 |
Methods — techniques the papers use, named apart from their topics
dynamic programming · 0.5checkpointing · 0.5
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2024 | SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training DynamicsabstractArash Ardakani, Altan Haan, Shangyin Tan, Doru Thom Popovici, Alvin Cheung, Costin Iancu, Koushik Sen. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 2024. Arash Ardakani, Altan Haan, Shangyin Tan, Doru-Thom Popovici, Alvin Cheung, Costin Iancu, Koushik Sen |
NAACL-HLT | 2 |
| 2021 | Dynamic Tensor Rematerialization
Marisa Kirisame, Steven Lyubomirsky, Altan Haan, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen 0001, Zachary Tatlock |
ICLR | 3 |