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ORCIDNicholas Carl Roberts
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2020 – today
- 2026
[j1]Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Carl Roberts, Frederic Sala:
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis. Trans. Mach. Learn. Res. 2026 (2026)- [i10]Nicholas Carl Roberts, Sungjun Cho, Zhiqi Gao, Tzu-Heng Huang, Albert Wu, Gabriel Orlanski, Avi Trost, Kelly Buchanan, Aws Albarghouthi, Frederic Sala:
Test-Time Scaling Makes Overtraining Compute-Optimal. CoRR abs/2604.01411 (2026) - 2025
- [i9]Tzu-Heng Huang, Catherine Cao, Spencer Schoenberg, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala:
ScriptoriumWS: A Code Generation Assistant for Weak Supervision. CoRR abs/2502.12366 (2025) - [i8]Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Carl Roberts, Frederic Sala:
Tabby: Tabular Data Synthesis with Language Models. CoRR abs/2503.02152 (2025) - [i7]Albert Ge, Tzu-Heng Huang, John Cooper, Avi Trost, Ziyi Chu, Satya Sai Srinath Namburi GNVV, Ziyang Cai, Kendall Park, Nicholas Carl Roberts, Frederic Sala:
R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training. CoRR abs/2505.00358 (2025) - [i6]Gabriel Orlanski, Nicholas Carl Roberts, Aws Albarghouthi, Frederic Sala:
Reward Models Enable Scalable Code Verification by Trading Accuracy for Throughput. CoRR abs/2506.10056 (2025) - 2024
- [i5]Wenxuan Tan, Nicholas Carl Roberts, Tzu-Heng Huang, Jitian Zhao, John Cooper, Samuel Guo, Chengyu Duan, Frederic Sala:
MoRe Fine-Tuning with 10x Fewer Parameters. CoRR abs/2408.17383 (2024) - 2023
- [c4]Benedikt Boecking, Nicholas Carl Roberts, Willie Neiswanger, Stefano Ermon, Frederic Sala, Artur Dubrawski:
Generative Modeling Helps Weak Supervision (and Vice Versa). ICLR 2023 - [c3]Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala:
Geometry-Aware Adaptation for Pretrained Models. NeurIPS 2023 - [i4]Nicholas Carl Roberts, Xintong Li
, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala:
Geometry-Aware Adaptation for Pretrained Models. CoRR abs/2307.12226 (2023) - 2022
- [c2]Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala:
Universalizing Weak Supervision. ICLR 2022 - [c1]Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala:
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. NeurIPS 2022 - [i3]Benedikt Boecking, Willie Neiswanger, Nicholas Carl Roberts, Stefano Ermon, Frederic Sala, Artur Dubrawski:
Generative Modeling Helps Weak Supervision (and Vice Versa). CoRR abs/2203.12023 (2022) - [i2]Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala:
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. CoRR abs/2208.14362 (2022) - 2021
- [i1]Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala:
Universalizing Weak Supervision. CoRR abs/2112.03865 (2021)
Coauthor Index
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