Benjamin Feuer

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Multimodal Data

Artificial Intelligent

Robust Classification

Top Venues

Proc. VLDB Endow.

Trans. Mach. Learn. Res.

Publications

Colin White, Samuel Dooley, Manley Roberts, Arka Pal, Benjamin Feuer, Siddhartha Jain, Ravid Shwartz-Ziv, Neel Jain, Khalid Saifullah, Siddartha Naidu, Chinmay Hegde, Yann LeCun, Tom Goldstein, Willie Neiswanger, Micah Goldblum
LiveBench: A Challenging, Contamination-Free LLM Benchmark. CoRR (2024)
Benjamin Feuer, Robin Tibor Schirrmeister, Valeriia Cherepanova, Chinmay Hegde, Frank Hutter, Micah Goldblum, Niv Cohen, Colin White
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks. CoRR (2024)
Chih-Hsuan Yang, Benjamin Feuer, Zaki Jubery, Zi K. Deng, Andre Nakkab, Md. Zahid Hasan, Shivani Chiranjeevi, Kelly O. Marshall, Nirmal Baishnab, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Nirav C. Merchant, Chinmay Hegde, Baskar Ganapathysubramanian
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity. CoRR (2024)
Benjamin Feuer, Yurong Liu, Chinmay Hegde, Juliana Freire
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models. Proc. VLDB Endow. 17 (9) (2024)
Benjamin Feuer, Chinmay Hegde
Exploring Dataset-Scale Indicators of Data Quality. CoRR (2023)
Benjamin Feuer, Yurong Liu, Chinmay Hegde, Juliana Freire
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models. CoRR (2023)
Benjamin Feuer, Ameya Joshi, Minh Pham, Chinmay Hegde
Distributionally Robust Classification on a Data Budget. CoRR (2023)
Benjamin Feuer, Chinmay Hegde, Niv Cohen
Scaling TabPFN: Sketching and Feature Selection for Tabular Prior-Data Fitted Networks. CoRR (2023)
Andre Nakkab, Benjamin Feuer, Chinmay Hegde
LiT Tuned Models for Efficient Species Detection. CoRR (2023)
Benjamin Feuer, Ameya Joshi, Minh Pham, Chinmay Hegde
Distributionally Robust Classification on a Data Budget. Trans. Mach. Learn. Res. 2023 (2023)
Benjamin Feuer, Ameya Joshi, Chinmay Hegde
Caption supervision enables robust learners. CoRR (2022)
Benjamin Feuer, Ameya Joshi, Chinmay Hegde
A Meta-Analysis of Distributionally-Robust Models. CoRR (2022)