Cleanlab

Cleanlab's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts

jonasmueller 

authored 12 papers 8 months ago

Deep Learning for Functional Data Analysis with Adaptive Basis Layers

Paper • 2106.10414 • Published Jun 19, 2021

Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features

Paper • 2110.13413 • Published Oct 26, 2021

A Robust Stacking Framework for Training Deep Graph Models with Multifaceted Node Features

Paper • 2206.08473 • Published Jun 16, 2022

DataPerf: Benchmarks for Data-Centric AI Development

Paper • 2207.10062 • Published Jul 20, 2022

Time-Varying Propensity Score to Bridge the Gap between the Past and Present

Paper • 2210.01422 • Published Oct 4, 2022

AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data

Paper • 2003.06505 • Published Mar 13, 2020

CROWDLAB: Supervised learning to infer consensus labels and quality scores for data with multiple annotators

Paper • 2210.06812 • Published Oct 13, 2022

Identifying Incorrect Annotations in Multi-Label Classification Data

Paper • 2211.13895 • Published Nov 25, 2022

ActiveLab: Active Learning with Re-Labeling by Multiple Annotators

Paper • 2301.11856 • Published Jan 27, 2023

Detecting Dataset Drift and Non-IID Sampling via k-Nearest Neighbors

Paper • 2305.15696 • Published May 25, 2023

Detecting Errors in a Numerical Response via any Regression Model

Paper • 2305.16583 • Published May 26, 2023

Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness

Paper • 2308.16175 • Published Aug 30, 2023

jonasmueller 

updated a dataset 9 months ago

Cleanlab/bad_data_gsm8k_svamp.csv

Viewer • Updated Apr 25, 2024 • 34 • 32 • 3

jonasmueller 

authored 6 papers 10 months ago

ResNeSt: Split-Attention Networks

Paper • 2004.08955 • Published Apr 19, 2020

Educating Text Autoencoders: Latent Representation Guidance via Denoising

Paper • 1905.12777 • Published May 29, 2019

Benchmarking Multimodal AutoML for Tabular Data with Text Fields

Paper • 2111.02705 • Published Nov 4, 2021

Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing

Paper • 2109.11105 • Published Sep 23, 2021

TraDE: Transformers for Density Estimation

Paper • 2004.02441 • Published Apr 6, 2020

Automated Data Curation for Robust Language Model Fine-Tuning

Paper • 2403.12776 • Published Mar 19, 2024

jonasmueller 

authored a paper over 1 year ago

Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks

Paper • 2103.14749 • Published Mar 26, 2021