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Benjamin Feuer
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When do neural nets outperform boosted trees on tabular data?
D McElfresh, S Khandagale, J Valverde, V Prasad C, G Ramakrishnan, ...
Advances in Neural Information Processing Systems 36, 2024
312024
Zero-Shot Insect Detection via Weak Language Supervision
B Feuer, A Joshi, M Cho, K Jani, S Chiranjeevi, ZK Deng, A Balu, ...
AAAI Workshop on AI for Agriculture and Food Sciences (AIAFS), 2023
52023
A Meta-Analysis of Distributionally-Robust Models
B Feuer, A Joshi, C Hegde
ICML Workshop on Principles of Distribution Shift (PODS), 2022
4*2022
Caption supervision enables robust learners
B Feuer, A Joshi, C Hegde
arXiv preprint arXiv:2210.07396, 2022
32022
Scaling tabpfn: Sketching and feature selection for tabular prior-data fitted networks
B Feuer, N Cohen, C Hegde
NeurIPS 2023 Second Table Representation Learning Workshop, 2023
22023
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
B Feuer, RT Schirrmeister, V Cherepanova, C Hegde, F Hutter, ...
arXiv preprint arXiv:2402.11137, 2024
12024
Distributionally Robust Classification on a Data Budget
B Feuer, A Joshi, M Pham, C Hegde
Transactions on Machine Learning Research 2023 (01), 2023
12023
LiT Tuned Models for Efficient Species Detection
A Nakkab, B Feuer, C Hegde
AAAI Workshop on AI for Agriculture and Food Sciences (AIAFS), 2023
12023
Exploring Dataset-Scale Indicators of Data Quality
B Feuer, C Hegde
arXiv preprint arXiv:2311.04016, 2023
2023
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models
B Feuer, Y Liu, C Hegde, J Freire
arXiv preprint arXiv:2310.18208, 2023
2023
In Search of Lost Accuracy
B Feuer
New York University Tandon School of Engineering, 2022
2022
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Articles 1–11