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Durga Sivasubramanian

Gradient Coreset for Federated Learning

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Jan 13, 2024
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Using Early Readouts to Mediate Featural Bias in Distillation

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Oct 28, 2023
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Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training

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Oct 30, 2022
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ALM-KD: Knowledge Distillation with noisy labels via adaptive loss mixing

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Feb 07, 2022
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Effective Evaluation of Deep Active Learning on Image Classification Tasks

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Jun 30, 2021
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Training Data Subset Selection for Regression with Controlled Generalization Error

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Jun 23, 2021
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GRAD-MATCH: A Gradient Matching Based Data Subset Selection for Efficient Learning

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Feb 27, 2021
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GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning

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Jan 15, 2021
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