-
### Blog Post
Balancing reproducibility and parallelization in data science presents a trade-off due to several factors. Managing consistent RNG states and process synchronization in parallel tasks…
-
**Original article:** [Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations](https://openreview.net/pdf?id=TBWA6PLJZQm)
**PDF URL:** https://github.com/KlemenVovk/noisy…
-
**Original article:**
**PDF URL:** https://github.com/Thiggel/FACT/blob/main/Paper.pdf
**Metadata URL:** https://github.com/Thiggel/FACT/blob/main/metadata.yaml
**Code URL:** https://github.co…
-
Please provide feedback on this idea in comments.
The machine learning community holds "replication challenges" where people get together to replicate published models and their results. For exampl…
-
As promised, here is a gentle reminder that the deadline to submit your paper is in 75 days !
(we added author guidelines at https://github.com/ReScience/ten-years/blob/master/author-guidelines.md an…
-
Extend ``salad`` with new algorithms as part of the [ICLR Reproducibility Challenge](https://reproducibility-challenge.github.io/iclr_2019/).
A list of DA related submissions can be found here:
http…
-
Dear Researcher,
I hope this message finds you well.
I am a research fellow at the University of Modena and Reggio Emilia, responsible for ensuring the reproducibility of code submitted for the …
-
Hello, @deZakelijke ,
We wanted to clarify about the submission rules.
For the Reproducibility Challenge we are being asked to keep the first page as they ask, concisely answering the questions,…
-
A conversation among team members highlighted an issue with the reproducibility of coreboot builds in the dasharo-pq environment. It was noted that builds are non-reproducible by default due to timest…
-
**Goal:**
For reproducibility, it would be great if we could recompute any run. For instance, a run with an old `scikit-learn` version.
**Challenges**
This is a complex problem. It might, for instanc…