Andrew Gordon Wilson
New York University
H-index: 51
North America-United States
Top articles of Andrew Gordon Wilson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI | Theodore Papamarkou Maria Skoularidou Konstantina Palla Laurence Aitchison Julyan Arbel | 2024/2 | |
Simplifying Neural Network Training Under Class Imbalance | Advances in Neural Information Processing Systems | Ravid Shwartz-Ziv Micah Goldblum Yucen Li C Bayan Bruss Andrew G Wilson | 2024/2/13 |
CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra | Advances in Neural Information Processing Systems | Andres Potapczynski Marc Finzi Geoff Pleiss Andrew G Wilson | 2024/2/13 |
Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion | arXiv preprint arXiv:2403.16365 | Hossein Souri Arpit Bansal Hamid Kazemi Liam Fowl Aniruddha Saha | 2024/3/25 |
Should We Learn Most Likely Functions or Parameters? | Shikai Qiu* Tim GJ Rudner* Sanyam Kapoor* Andrew Gordon Wilson | 2023/12 | |
Understanding the detrimental class-level effects of data augmentation | Advances in Neural Information Processing Systems (NeurIPS) | Polina Kirichenko Mark Ibrahim Randall Balestriero Diane Bouchacourt Ramakrishna Vedantam | 2023/12/7 |
Chronos: Learning the language of time series | arXiv preprint arXiv:2403.07815 | Abdul Fatir Ansari Lorenzo Stella Caner Turkmen Xiyuan Zhang Pedro Mercado | 2024/3/12 |
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning | Advances in Neural Information Processing Systems | Valeriia Cherepanova Roman Levin Gowthami Somepalli Jonas Geiping C Bayan Bruss | 2024/2/13 |
Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution | Ying Wang* Tim GJ Rudner* Andrew Gordon Wilson | 2023/12 | |
Machine Learning Discovery of a New Descriptor for Topological Semimetal | Bulletin of the American Physical Society | YANJUN LIU Krishnanand Mallayya Milena Jovanovic Wesley Maddox Andrew Wilson | 2024/3/7 |
Protein design with guided discrete diffusion | Nate Gruver Samuel Stanton Nathan C Frey Tim GJ Rudner Isidro Hotzel | 2023/12 | |
Battle of the backbones: A large-scale comparison of pretrained models across computer vision tasks | Advances in Neural Information Processing Systems | Micah Goldblum Hossein Souri Renkun Ni Manli Shu Viraj Prabhu | 2024/2/13 |
Controllable Prompt Tuning For Balancing Group Distributional Robustness | arXiv preprint arXiv:2403.02695 | Hoang Phan Andrew Gordon Wilson Qi Lei | 2024/3/5 |
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text | arXiv preprint arXiv:2402.04379 | Nate Gruver Anuroop Sriram Andrea Madotto Andrew Gordon Wilson C Lawrence Zitnick | 2024/2/6 |
Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know | Sanyam Kapoor Nate Gruver Manley Roberts Arka Pal Samuel Dooley | 2024/3 | |
Large language models are zero-shot time series forecasters | Advances in Neural Information Processing Systems | Nate Gruver Marc Finzi Shikai Qiu Andrew G Wilson | 2024/2/13 |
Mind the GAP: Improving Robustness to Subpopulation Shifts with Group-Aware Priors | Tim GJ Rudner Ya Shi Zhang Andrew Gordon Wilson Julia Kempe | 2024/5 | |
The no free lunch theorem, kolmogorov complexity, and the role of inductive biases in machine learning | arXiv preprint arXiv:2304.05366 | Micah Goldblum Marc Finzi Keefer Rowan Andrew Gordon Wilson | 2023/4/11 |
Automated few-shot classification with instruction-finetuned language models | arXiv preprint arXiv:2305.12576 | Rami Aly Xingjian Shi Kaixiang Lin Aston Zhang Andrew Gordon Wilson | 2023/5/21 |
A non‐parametric Bayesian approach for adjusting partial compliance in sequential decision making | Statistics in Medicine | Indrabati Bhattacharya Brent A Johnson William J Artman Andrew Wilson Kevin G Lynch | 2023/7/10 |
