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Prakhar Ganesh

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An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification

Nov 24, 2023
Prakhar Ganesh

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On The Impact of Machine Learning Randomness on Group Fairness

Jul 09, 2023
Prakhar Ganesh, Hongyan Chang, Martin Strobel, Reza Shokri

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HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation

Dec 28, 2021
Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen

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YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs

Oct 26, 2021
Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett

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Free Lunch for Co-Saliency Detection: Context Adjustment

Aug 04, 2021
Lingdong Kong, Prakhar Ganesh, Tan Wang, Junhao Liu, Yao Chen, Le Zhang

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Compressing Large-Scale Transformer-Based Models: A Case Study on BERT

Feb 27, 2020
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov

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Abstractive Summarization of Spoken and Written Conversation

Feb 05, 2019
Prakhar Ganesh, Saket Dingliwal

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Deep Neural Networks in High Frequency Trading

Oct 29, 2018
Prakhar Ganesh, Puneet Rakheja

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