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In-Context Data Distillation with TabPFN
- data-distillation (1)
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- machine-learning (4)
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- paper (8)
- tabular-data (8)
Summary of the paper "In-Context Data Distillation with TabPFN"
All Posts
Very informal summaries of stuff I've read
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Can a Deep Learning Model be a Sure Bet for Tabular Prediction?
Summary of the paper "Can a Deep Learning Model be a Sure Bet for Tabular Prediction?"- Published on
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Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data
- deep-learning (8)
- machine-learning (4)
- meta-learning (4)
- model-architecture (3)
- paper (8)
- tabular-data (8)
Summary of the paper "Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data"- Published on
Making Pre-trained Language Models Great on Tabular Prediction
- deep-learning (8)
- language-model (1)
- machine-learning (4)
- paper (8)
- pretrained-model (1)
- tabular-data (8)
- transfer-learning (3)
Summary of the paper "Making Pre-trained Language Models Great on Tabular Prediction"- Published on
Retrieval & Fine-Tuning for In-Context Tabular Models
Summary of the paper "Retrieval & Fine-Tuning for In-Context Tabular Models"- Published on
TransTab: Learning Transferable Tabular Transformers Across Tables
Summary of the paper "TransTab: Learning Transferable Tabular Transformers Across Tables"- Published on
XTab: Cross-table Pretraining for Tabular Transformers
Summary of the paper "XTab: Cross-table Pretraining for Tabular Transformers"