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Rishabh Iyer

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PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization

Feb 27, 2021
Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer

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GRAD-MATCH: A Gradient Matching Based Data Subset Selection for Efficient Learning

Feb 27, 2021
Krishnateja Killamsetty, Durga Sivasubramanian, Baharan Mirzasoleiman, Ganesh Ramakrishnan, Abir De, Rishabh Iyer

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How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization

Jan 26, 2021
Vishal Kaushal, Suraj Kothawade, Anshul Tomar, Rishabh Iyer, Ganesh Ramakrishnan

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GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning

Jan 15, 2021
Krishnateja Killamsetty, Durga Sivasubramanian, Ganesh Ramakrishnan, Rishabh Iyer

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A Reweighted Meta Learning Framework for Robust Few Shot Learning

Nov 13, 2020
Krishnateja Killamsetty, Changbin Li, Chen Zhao, Rishabh Iyer, Feng Chen

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Deep Submodular Networks for Extractive Data Summarization

Oct 16, 2020
Suraj Kothawade, Jiten Girdhar, Chandrashekhar Lavania, Rishabh Iyer

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Improving Accuracy of Federated Learning in Non-IID Settings

Oct 14, 2020
Mustafa Safa Ozdayi, Murat Kantarcioglu, Rishabh Iyer

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A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures

Oct 12, 2020
Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Himanshu Asnani, Rishabh Iyer

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