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cs.LG2021
Regularized Classification-Aware Quantization
Daniel Severo, Elad Domanovitz, Ashish Khisti
Traditionally, quantization is designed to minimize the reconstruction error of a data source. When considering downstream classification tasks, other measures of distortion can be…
cs.IT2021
Streaming Erasure Codes over Multi-Access Relayed Networks
Gustavo Kasper Facenda, Elad Domanovitz, Ashish Khisti +2
Many emerging multimedia streaming applications involve multiple users communicating under strict latency constraints. In this paper we study streaming codes for a network involvin…