Nicholas Roberts

According to our database, Nicholas Roberts authored at least 17 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Tragedy, Truth, and Technology: The 3T Theory of Social Media-Driven Misinformation.

Nicholas Roberts, Hamed Qahri-Saremi

J. Assoc. Inf. Syst., 2023

Multi-Agent Simulation Based Framework for Power Restoration Time Estimation at Distribution Level.

Yang Chen, Olufemi A. Omitaomu, Nicholas Roberts, Bandana Kar

Proceedings of the Winter Simulation Conference, 2023

Geometry-Aware Adaptation for Pretrained Models.

Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Skill-it! A data-driven skills framework for understanding and training language models.

Mayee F. Chen, Nicholas Roberts, Kush Bhatia, Jue Wang, Ce Zhang, Frederic Sala, Christopher Ré

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Lifting Weak Supervision To Structured Prediction.

Harit Vishwakarma, Nicholas Roberts, Frederic Sala

CoRR, 2022

AutoML for Climate Change: A Call to Action.

Renbo Tu, Nicholas Roberts, Vishak Prasad, Sibasis Nayak, Paarth Jain, Frederic Sala, Ganesh Ramakrishnan, Ameet Talwalkar, Willie Neiswanger, Colin White

CoRR, 2022

NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks.

Renbo Tu, Nicholas Roberts, Mikhail Khodak, Junhong Shen, Frederic Sala, Ameet Talwalkar

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.

Nicholas Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Understanding IT Value at the Managerial Level: Managerial Ambidexterity, Seizing Opportunities, and the Moderating Role of Information Systems Use.

Nicholas Roberts, Hamed Qahri-Saremi, Leo R. Vijayasarathy

Data Base, 2021

NAS-Bench-360: Benchmarking Diverse Tasks for Neural Architecture Search.

Renbo Tu, Mikhail Khodak, Nicholas Roberts, Ameet Talwalkar

CoRR, 2021

Rethinking Neural Operations for Diverse Tasks.

Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale.

Nicholas Roberts, Samuel Guo, Cong Xu, Ameet Talwalkar, David Lander, Lvfang Tao, Linhang Cai, Shuaicheng Niu, Jianyu Heng, Hongyang Qin, Minwen Deng, Johannes Hog, Alexander Pfefferle, Sushil Ammanaghatta Shivakumar, Arjun Krishnakumar, Yubo Wang, Rhea Sukthanker, Frank Hutter, Euxhen Hasanaj, Tien-Dung Le, Mikhail Khodak, Yuriy Nevmyvaka, Kashif Rasul, Frederic Sala, Anderson Schneider, Junhong Shen, Evan R. Sparks

Proceedings of the NeurIPS 2022 Competition Track, 2021

2020

Decoding and Diversity in Machine Translation.

Nicholas Roberts, Davis Liang, Graham Neubig, Zachary C. Lipton

CoRR, 2020

2019

Model Weight Theft With Just Noise Inputs: The Curious Case of the Petulant Attacker.

Nicholas Roberts, Vinay Uday Prabhu, Matthew McAteer

CoRR, 2019

Deep Connectomics Networks: Neural Network Architectures Inspired by Neuronal Networks.

Nicholas Roberts, Dian Ang Yap, Vinay Uday Prabhu

CoRR, 2019

Grassmannian Packings in Neural Networks: Learning with Maximal Subspace Packings for Diversity and Anti-Sparsity.

Dian Ang Yap, Nicholas Roberts, Vinay Uday Prabhu

CoRR, 2019

2018

Learning from discriminative feature feedback.

Sanjoy Dasgupta, Akansha Dey, Nicholas Roberts, Sivan Sabato

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018