Ameet Talwalkar
Carnegie Mellon University
H-index: 49
North America-United States
Top articles of Ameet Talwalkar
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes | arXiv preprint arXiv:2402.05406 | Lucio Dery Steven Kolawole Jean-Francois Kagey Virginia Smith Graham Neubig | 2024/2/8 |
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers | arXiv preprint arXiv:2404.02806 | Hussein Mozannar Valerie Chen Mohammed Alsobay Subhro Das Sebastian Zhao | 2024/4/3 |
On the importance of application-grounded experimental design for evaluating explainable ml methods | Proceedings of the AAAI Conference on Artificial Intelligence | Kasun Amarasinghe Kit T Rodolfa Sérgio Jesus Valerie Chen Vladimir Balayan | 2024/3/24 |
Ups: Towards foundation models for pde solving via cross-modal adaptation | arXiv preprint arXiv:2403.07187 | Junhong Shen Tanya Marwah Ameet Talwalkar | 2024/3/11 |
Feedbacklogs: Recording and incorporating stakeholder feedback into machine learning pipelines | Matthew Barker Emma Kallina Dhananjay Ashok Katherine Collins Ashley Casovan | 2023/10/30 | |
On noisy evaluation in federated hyperparameter tuning | Proceedings of Machine Learning and Systems | Kevin Kuo Pratiksha Thaker Mikhail Khodak John Nguyen Daniel Jiang | 2023/3/18 |
Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances | arXiv preprint arXiv:2310.02246 | Mikhail Khodak Edmond Chow Maria-Florina Balcan Ameet Talwalkar | 2023/10/3 |
Multitask Learning Can Improve Worst-Group Outcomes | Transactions on Machine Learning Research | Atharva Kulkarni Lucio M Dery Amrith Setlur Aditi Raghunathan Ameet Talwalkar | 2023/12/5 |
Assisting Human Decisions in Document Matching | arXiv preprint arXiv:2302.08450 | Joon Sik Kim Valerie Chen Danish Pruthi Nihar B Shah Ameet Talwalkar | 2023/2/16 |
Perspectives on incorporating expert feedback into model updates | Valerie Chen Umang Bhatt Hoda Heidari Adrian Weller Ameet Talwalkar | 2023/7/14 | |
Simulating Iterative Human-AI Interaction in Programming with LLMs | Hussein Mozannar Valerie Chen Dennis Wei Prasanna Sattigeri Manish Nagireddy | 2023/11/26 | |
Cross-modal fine-tuning: Align then refine | Junhong Shen Liam Li Lucio M Dery Corey Staten Mikhail Khodak | 2023/7/3 | |
Do llms exhibit human-like response biases? a case study in survey design | arXiv preprint arXiv:2311.04076 | Lindia Tjuatja Valerie Chen Sherry Tongshuang Wu Ameet Talwalkar Graham Neubig | 2023/11/7 |
Zeno: An interactive framework for behavioral evaluation of machine learning | Ángel Alexander Cabrera Erica Fu Donald Bertucci Kenneth Holstein Ameet Talwalkar | 2023/4/19 | |
Where does my model underperform? a human evaluation of slice discovery algorithms | ICML 2023: The Second Workshop on Spurious Correlations, Invariance and Stability | Nari Johnson Ángel Alexander Cabrera Gregory Plumb Ameet Talwalkar | 2023/6/13 |
Learning personalized decision support policies | arXiv preprint arXiv:2304.06701 | Umang Bhatt Valerie Chen Katherine M Collins Parameswaran Kamalaruban Emma Kallina | 2023/4/13 |
Interpretable machine learning: Moving from mythos to diagnostics | Queue | Valerie Chen Jeffrey Li Joon Sik Kim Gregory Plumb Ameet Talwalkar | 2022/1/12 |
Towards a More Rigorous Science of Blindspot Discovery in Image Models | Gregory Plumb Nari Johnson Angel Cabrera Ameet Talwalkar | 2022/9/29 | |
Use-case-grounded simulations for explanation evaluation | Valerie Chen Nari Johnson Nicholay Topin Gregory Plumb Ameet Talwalkar | 2022/6/5 | |
Paleo: A performance model for deep neural networks | Hang Qi Evan R Sparks Ameet Talwalkar | 2022/7/21 |
Co-Authors
