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Ameet Talwalkar

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UPS: Towards Foundation Models for PDE Solving via Cross-Modal Adaptation

Mar 11, 2024
Junhong Shen, Tanya Marwah, Ameet Talwalkar

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Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes

Feb 09, 2024
Lucio Dery, Steven Kolawole, Jean-François Kagy, Virginia Smith, Graham Neubig, Ameet Talwalkar

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Multitask Learning Can Improve Worst-Group Outcomes

Dec 05, 2023
Atharva Kulkarni, Lucio Dery, Amrith Setlur, Aditi Raghunathan, Ameet Talwalkar, Graham Neubig

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Do LLMs exhibit human-like response biases? A case study in survey design

Nov 07, 2023
Lindia Tjuatja, Valerie Chen, Sherry Tongshuang Wu, Ameet Talwalkar, Graham Neubig

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Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances

Oct 03, 2023
Mikhail Khodak, Edmond Chow, Maria-Florina Balcan, Ameet Talwalkar

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FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines

Jul 28, 2023
Matthew Barker, Emma Kallina, Dhananjay Ashok, Katherine M. Collins, Ashley Casovan, Adrian Weller, Ameet Talwalkar, Valerie Chen, Umang Bhatt

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Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms

Jun 13, 2023
Nari Johnson, Ángel Alexander Cabrera, Gregory Plumb, Ameet Talwalkar

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Learning Personalized Decision Support Policies

Apr 13, 2023
Umang Bhatt, Valerie Chen, Katherine M. Collins, Parameswaran Kamalaruban, Emma Kallina, Adrian Weller, Ameet Talwalkar

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Assisting Human Decisions in Document Matching

Feb 16, 2023
Joon Sik Kim, Valerie Chen, Danish Pruthi, Nihar B. Shah, Ameet Talwalkar

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