research
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11/09/2022
Graph Neural Networks with Adaptive Readouts
An effective aggregation of node features into a graph-level representat...
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10/16/2021
Towards Robust Waveform-Based Acoustic Models
We propose an approach for learning robust acoustic models in adverse en...
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06/23/2019
Parzen Filters for Spectral Decomposition of Signals
We propose a novel family of band-pass filters for efficient spectral de...
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09/06/2018
Large Scale Learning with Kreĭn Kernels
We extend the Nyström method for low-rank approximation of positive defi...
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06/24/2018