Nicholas Carl Roberts

14 papers A* 4Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis. Trans. Mach. Learn. Res. Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Carl Roberts, Frederic Sala
2025	J	`jnl`	R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training. CoRR 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
2025	J	`jnl`	Reward Models Enable Scalable Code Verification by Trading Accuracy for Throughput. CoRR Gabriel Orlanski, Nicholas Carl Roberts, Aws Albarghouthi, Frederic Sala
2025	J	`jnl`	ScriptoriumWS: A Code Generation Assistant for Weak Supervision. CoRR Tzu-Heng Huang, Catherine Cao, Spencer Schoenberg, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala
2025	J	`jnl`	Tabby: Tabular Data Synthesis with Language Models. CoRR Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Carl Roberts, Frederic Sala
2024	J	`jnl`	MoRe Fine-Tuning with 10x Fewer Parameters. CoRR Wenxuan Tan, Nicholas Carl Roberts, Tzu-Heng Huang, Jitian Zhao, John Cooper, Samuel Guo, Chengyu Duan, Frederic Sala
2023	A*	`conf`	Generative Modeling Helps Weak Supervision (and Vice Versa). ICLR Benedikt Boecking, Nicholas Carl Roberts, Willie Neiswanger, Stefano Ermon, Frederic Sala, Artur Dubrawski
2023	A*	`conf`	Geometry-Aware Adaptation for Pretrained Models. NeurIPS Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
2023	J	`jnl`	Geometry-Aware Adaptation for Pretrained Models. CoRR Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
2022	A*	`conf`	AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. NeurIPS Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala
2022	J	`jnl`	AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. CoRR Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala
2022	J	`jnl`	Generative Modeling Helps Weak Supervision (and Vice Versa). CoRR Benedikt Boecking, Willie Neiswanger, Nicholas Carl Roberts, Stefano Ermon, Frederic Sala, Artur Dubrawski
2022	A*	`conf`	Universalizing Weak Supervision. ICLR Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala
2021	J	`jnl`	Universalizing Weak Supervision. CoRR Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala