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Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation


Oct 14, 2021
Divyansh Jhunjhunwala, Ankur Mallick, Advait Gadhikar, Swanand Kadhe, Gauri Joshi

* Accepted to NeurIPS 2021 

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Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning


Jul 18, 2020
Ankur Mallick, Chaitanya Dwivedi, Bhavya Kailkhura, Gauri Joshi, T. Yong-Jin Han


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Deep Probabilistic Kernels for Sample-Efficient Learning


Oct 13, 2019
Ankur Mallick, Chaitanya Dwivedi, Bhavya Kailkhura, Gauri Joshi, T. Yong-Jin Han


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