Willie Neiswanger
Stanford University
H-index: 23
North America-United States
Top articles of Willie Neiswanger
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Making scalable meta learning practical | Advances in neural information processing systems | Sang Choe Sanket Vaibhav Mehta Hwijeen Ahn Willie Neiswanger Pengtao Xie | 2024/2/13 |
Importance-aware co-teaching for offline model-based optimization | Advances in Neural Information Processing Systems | Ye Yuan Can Sam Chen Zixuan Liu Willie Neiswanger Xue Steve Liu | 2024/2/13 |
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations | arXiv preprint arXiv:2404.01266 | Deqing Fu Ghazal Khalighinejad Ollie Liu Bhuwan Dhingra Dani Yogatama | 2024/4/1 |
DeLLMa: A Framework for Decision Making Under Uncertainty with Large Language Models | arXiv preprint arXiv:2402.02392 | Ollie Liu Deqing Fu Dani Yogatama Willie Neiswanger | 2024/2/4 |
Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives | Machine Learning: Science and Technology | Sara Ayoub Miskovich Willie Neiswanger William Colocho Claudio Emma Jacqueline Garrahan | 2024/1/10 |
Automated experimental design of safe rampdowns via probabilistic machine learning | Nuclear Fusion | Viraj Mehta Jayson Barr Joseph Abbate Mark D Boyer Ian Char | 2024/2/23 |
Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution | AAAI 2024 | Tailin Wu Willie Neiswanger Hongtao Zheng Stefano Ermon Jure Leskovec | 2024/2/13 |
Correlated Trajectory Uncertainty for Adaptive Sequential Decision Making | Ian Char Youngseog Chung Rohan Shah Willie Neiswanger Jeff Schneider | 2023/12/22 | |
Sample Efficient Reinforcement Learning from Human Feedback via Active Exploration | Viraj Mehta Vikramjeet Das Ojash Neopane Yijia Dai Ilija Bogunovic | 2023/10/13 | |
Slimpajama-dc: Understanding data combinations for llm training | arXiv preprint arXiv:2309.10818 | Zhiqiang Shen Tianhua Tao Liqun Ma Willie Neiswanger Joel Hestness | 2023/9/19 |
Llm360: Towards fully transparent open-source llms | arXiv preprint arXiv:2312.06550 | Zhengzhong Liu Aurick Qiao Willie Neiswanger Hongyi Wang Bowen Tan | 2023/12/11 |
Kernelized Offline Contextual Dueling Bandits | arXiv preprint arXiv:2307.11288 | Viraj Mehta Ojash Neopane Vikramjeet Das Sen Lin Jeff Schneider | 2023/7/21 |
arXiv: Bayesian Optimization Algorithms for Accelerator Physics | Ryan Roussel Andrea Santamaria Garcia Weijian Lin Tobias Boltz Jan Kaiser | 2023/12/9 | |
Bayesian Optimization Algorithms for Accelerator Physics | Ryan Roussel Auralee L Edelen Tobias Boltz Dylan Kennedy Zhe Zhang | 2023/12/9 | |
Offline imitation learning with suboptimal demonstrations via relaxed distribution matching | Proceedings of the AAAI conference on artificial intelligence | Lantao Yu Tianhe Yu Jiaming Song Willie Neiswanger Stefano Ermon | 2023/6/26 |
Targeted materials discovery using Bayesian algorithm execution | arXiv preprint arXiv:2312.16078 | Sathya Chitturi Akash Ramdas Yue Wu Brian Rohr Stefano Ermon | 2023/12/26 |
Memoization-Aware Bayesian Optimization for AI Pipelines with Unknown Costs | Abdelmajid Essofi Ridwan Salahuddeen Munachiso S Nwadike Navish Kumar Kun Zhang | 2023/10/13 | |
An Experimental Design Perspective on Model-Based Reinforcement Learning | Viraj Mehta Biswajit Paria Jeff Schneider Stefano Ermon Willie Neiswanger | 2022 | |
AutoML for Climate Change: A Call to Action | arXiv preprint arXiv:2210.03324 | Renbo Tu Nicholas Roberts Vishak Prasad Sibasis Nayak Paarth Jain | 2022/10/7 |
Generative modeling helps weak supervision (and vice versa) | Benedikt Boecking Willie Neiswanger Nicholas Roberts Stefano Ermon Frederic Sala | 2023 |
Co-Authors
