Hunter Lang

According to our database, Hunter Lang authored at least 20 papers between 2017 and 2024.

Collaborative distances:

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

2024

Learning to Decode Collaboratively with Multiple Language Models.

Shannon Zejiang Shen, Hunter Lang, Bailin Wang, Yoon Kim, David A. Sontag

CoRR, 2024

2023

Who Should Predict? Exact Algorithms For Learning to Defer to Humans.

Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

TabLLM: Few-shot Classification of Tabular Data with Large Language Models.

Stefan Hegselmann, Alejandro Buendia, Hunter Lang, Monica Agrawal, Xiaoyi Jiang, David A. Sontag

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Large Language Models are Zero-Shot Clinical Information Extractors.

Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, David A. Sontag

CoRR, 2022

Training Subset Selection for Weak Supervision.

Hunter Lang, Aravindan Vijayaraghavan, David A. Sontag

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

Co-training Improves Prompt-based Learning for Large Language Models.

Hunter Lang, Monica N. Agrawal, Yoon Kim, David A. Sontag

Proceedings of the International Conference on Machine Learning, 2022

Large language models are few-shot clinical information extractors.

Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, David A. Sontag

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Leveraging Time Irreversibility with Order-Contrastive Pre-training.

Monica N. Agrawal, Hunter Lang, Michael Offin, Lior Gazit, David A. Sontag

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning.

Hoifung Poon, Hai Wang, Hunter Lang

Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning.

Hoifung Poon, Hai Wang, Hunter Lang

CoRR, 2021

Graph Cuts Always Find a Global Optimum for Potts Models (With a Catch).

Hunter Lang, David A. Sontag, Aravindan Vijayaraghavan

Proceedings of the 38th International Conference on Machine Learning, 2021

Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances.

Hunter Lang, Aravind Reddy, David A. Sontag, Aravindan Vijayaraghavan

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic Logic.

Hunter Lang, Hoifung Poon

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Graph cuts always find a global optimum (with a catch).

Hunter Lang, David A. Sontag, Aravindan Vijayaraghavan

CoRR, 2020

Statistical Adaptive Stochastic Gradient Methods.

Pengchuan Zhang, Hunter Lang, Qiang Liu, Lin Xiao

CoRR, 2020

2019

Using Statistics to Automate Stochastic Optimization.

Hunter Lang, Lin Xiao, Pengchuan Zhang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Understanding the Role of Momentum in Stochastic Gradient Methods.

Igor Gitman, Hunter Lang, Pengchuan Zhang, Lin Xiao

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Block Stability for MAP Inference.

Hunter Lang, David A. Sontag, Aravindan Vijayaraghavan

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Optimality of Approximate Inference Algorithms on Stable Instances.

Hunter Lang, David A. Sontag, Aravindan Vijayaraghavan

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Alpha-expansion is Exact on Stable Instances.

Hunter Lang, David A. Sontag, Aravindan Vijayaraghavan

CoRR, 2017