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Ameet Talwalkar

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Cross-Modal Fine-Tuning: Align then Refine

Feb 11, 2023
Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar

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On Noisy Evaluation in Federated Hyperparameter Tuning

Jan 05, 2023
Kevin Kuo, Pratiksha Thaker, Mikhail Khodak, John Nguyen, Daniel Jiang, Ameet Talwalkar, Virginia Smith

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AutoML for Climate Change: A Call to Action

Oct 07, 2022
Renbo Tu, Nicholas Roberts, Vishak Prasad, Sibasis Nayak, Paarth Jain, Frederic Sala, Ganesh Ramakrishnan, Ameet Talwalkar, Willie Neiswanger, Colin White

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SONAR: Joint Architecture and System Optimization Search

Aug 25, 2022
Elias Jääsaari, Michelle Ma, Ameet Talwalkar, Tianqi Chen

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Provably tuning the ElasticNet across instances

Jul 20, 2022
Maria-Florina Balcan, Mikhail Khodak, Dravyansh Sharma, Ameet Talwalkar

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Evaluating Systemic Error Detection Methods using Synthetic Images

Jul 08, 2022
Gregory Plumb, Nari Johnson, Ángel Alexander Cabrera, Marco Tulio Ribeiro, Ameet Talwalkar

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On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods

Jun 30, 2022
Kasun Amarasinghe, Kit T. Rodolfa, Sérgio Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani

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Use-Case-Grounded Simulations for Explanation Evaluation

Jun 05, 2022
Valerie Chen, Nari Johnson, Nicholay Topin, Gregory Plumb, Ameet Talwalkar

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