Deep Learning for Functional Data Analysis with Adaptive Basis Layers
Paper
•
2106.10414
•
Published
Cleanlab
company
Verified
AI & ML interests
Data-Centric AI
Cleanlab's activity
jonasmueller
authored
12
papers
9 months ago
Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features
Paper
•
2110.13413
•
Published
A Robust Stacking Framework for Training Deep Graph Models with Multifaceted Node Features
Paper
•
2206.08473
•
Published
DataPerf: Benchmarks for Data-Centric AI Development
Paper
•
2207.10062
•
Published
Time-Varying Propensity Score to Bridge the Gap between the Past and Present
Paper
•
2210.01422
•
Published
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Paper
•
2003.06505
•
Published
CROWDLAB: Supervised learning to infer consensus labels and quality scores for data with multiple annotators
Paper
•
2210.06812
•
Published
Identifying Incorrect Annotations in Multi-Label Classification Data
Paper
•
2211.13895
•
Published
ActiveLab: Active Learning with Re-Labeling by Multiple Annotators
Paper
•
2301.11856
•
Published
Detecting Dataset Drift and Non-IID Sampling via k-Nearest Neighbors
Paper
•
2305.15696
•
Published
Detecting Errors in a Numerical Response via any Regression Model
Paper
•
2305.16583
•
Published
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness
Paper
•
2308.16175
•
Published
jonasmueller
updated
a
dataset
9 months ago
jonasmueller
authored
6
papers
10 months ago
ResNeSt: Split-Attention Networks
Paper
•
2004.08955
•
Published
Educating Text Autoencoders: Latent Representation Guidance via Denoising
Paper
•
1905.12777
•
Published
Benchmarking Multimodal AutoML for Tabular Data with Text Fields
Paper
•
2111.02705
•
Published
Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing
Paper
•
2109.11105
•
Published
TraDE: Transformers for Density Estimation
Paper
•
2004.02441
•
Published
Automated Data Curation for Robust Language Model Fine-Tuning
Paper
•
2403.12776
•
Published
jonasmueller
authored
a
paper
over 1 year ago