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 | 67 | 2024 |
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 | 6 | 2023 |
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 | 5 | 2024 |
A Meta-Analysis of Distributionally-Robust Models B Feuer, A Joshi, C Hegde ICML Workshop on Principles of Distribution Shift (PODS), 2022 | 5* | 2022 |
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 | 4 | 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 | 2 | 2023 |
Distributionally Robust Classification on a Data Budget B Feuer, A Joshi, M Pham, C Hegde Transactions on Machine Learning Research 2023 (01), 2023 | 2 | 2023 |
Caption supervision enables robust learners B Feuer, A Joshi, C Hegde arXiv preprint arXiv:2210.07396, 2022 | 2 | 2022 |
LiT Tuned Models for Efficient Species Detection A Nakkab, B Feuer, C Hegde AAAI Workshop on AI for Agriculture and Food Sciences (AIAFS), 2023 | 1 | 2023 |
LiveBench: A Challenging, Contamination-Free LLM Benchmark C White, S Dooley, M Roberts, A Pal, B Feuer, S Jain, R Shwartz-Ziv, ... arXiv preprint arXiv:2406.19314, 2024 | | 2024 |
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity CH Yang, B Feuer, Z Jubery, ZK Deng, A Nakkab, MZ Hasan, ... arXiv preprint arXiv:2406.17720, 2024 | | 2024 |
Exploring Dataset-Scale Indicators of Data Quality B Feuer, C Hegde NeurIPS 2023: 1st Workshop on Attributing Model Behavior at Scale, 2023 | | 2023 |
In Search of Lost Accuracy B Feuer New York University Tandon School of Engineering, 2022 | | 2022 |