Bin YU
University of California, Berkeley
H-index: 79
North America-United States
Top articles of Bin YU
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Designing a Data Science simulation with MERITS: A Primer | arXiv preprint arXiv:2403.08971 | Corrine F Elliott James Duncan Tiffany M Tang Merle Behr Karl Kumbier | 2024/3/13 |
Machine Learning Models Use Large Scale Signals to Forecast the MJO | Lin Yao Da Yang James Duncan Ashesh Kumar Chattopadhyay Pedram Hassanzadeh | 2024/3/7 | |
Learning epistatic polygenic phenotypes with Boolean interactions | Plos one | Merle Behr Karl Kumbier Aldo Cordova-Palomera Matthew Aguirre Omer Ronen | 2024/4/16 |
Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity of the Loss Improves Optimization Efficiency | arXiv preprint arXiv:2402.15926 | Jingfeng Wu Peter L Bartlett Matus Telgarsky Bin Yu | 2024/2/24 |
Minimum-Norm Interpolation Under Covariate Shift | arXiv preprint arXiv:2404.00522 | Neil Mallinar Austin Zane Spencer Frei Bin Yu | 2024/3/31 |
LoRA+: Efficient Low Rank Adaptation of Large Models | arXiv preprint arXiv:2402.12354 | Soufiane Hayou Nikhil Ghosh Bin Yu | 2024/2/19 |
simChef: High-quality data science simulations in R | Journal of Open Source Software | James Duncan Tiffany Tang Corrine F Elliott Philippe Boileau Bin Yu | 2024/3/28 |
Tell your model where to attend: Post-hoc attention steering for llms | ???? ICLR | Qingru Zhang Chandan Singh Liyuan Liu Xiaodong Liu Bin Yu | 2024/1/1 |
What is uncertainty in today’s practice of data science? | Journal of Econometrics | Bin Yu | 2023 |
The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning | arXiv preprint arXiv:2308.03215 | Nikhil Ghosh Spencer Frei Wooseok Ha Bin Yu | 2023/8/6 |
Unsupervised pattern discovery in spatial gene expression atlas reveals mouse brain regions beyond established ontology | bioRxiv | Robert Cahill* Yu Wang* R. Patrick Xian Alex Lee Hongkui Zeng | 2023/9 |
Same Root Different Leaves: Time Series and Cross‐Sectional Methods in Panel Data | Econometrica | Dennis Shen Peng Ding Jasjeet Sekhon Bin Yu | 2023/11 |
MDI+: A Flexible Random Forest-Based Feature Importance Framework | arXiv preprint arXiv:2307.01932 | Abhineet Agarwal Ana M Kenney Yan Shuo Tan Tiffany M Tang Bin Yu | 2023/7/4 |
Revisiting minimum description length complexity in overparameterized models | Journal of Machine Learning Research (JMLR) 2023 | Raaz Dwivedi* Chandan Singh* Bin Yu Martin J Wainwright | 2023/10/30 |
Improving Prototypical Part Networks with Reward Reweighing, Reselection, and Retraining | Aaron Jiaxun Li Robin Netzorg Bin Yu | 2023/10/13 | |
An Investigation into the Effects of Pre-training Data Distributions for Pathology Report Classification | arXiv preprint arXiv:2305.17588 | Aliyah R Hsu Yeshwanth Cherapanamjeri Briton Park Tristan Naumann Anobel Y Odisho | 2023/5/27 |
Explaining black box text modules in natural language with language models | ???????????? NeurIPS workshop (XAIA) | Chandan Singh* Aliyah R Hsu* Richard Antonello Shailee Jain Alexander G Huth | 2023/5/17 |
A blood-based metabolomic signature predictive of risk for pancreatic cancer | Cell Reports Medicine | Ehsan Irajizad Ana Kenney Tiffany Tang Jody Vykoukal Ranran Wu | 2023/9/19 |
Epistasis regulates genetic control of cardiac hypertrophy | Research Square | Qianru Wang Tiffany M Tang Nathan Youlton Chad S Weldy Ana M Kenney | 2023/11/20 |
Abstract P076: Contribution of the microbiome to a metabolomic signature predictive of risk for pancreatic cancer | Cancer Prevention Research | Johannes F Fahrmann Ehsan Irajizad Ana Kenney Tiffany Tang Jody Vykoukal | 2023/1/1 |
Co-Authors
