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10 papers · 1 filter
Distilling Knowledge from Deep Networks with Applications to Healthcare Domain
Zhengping Che, Sanjay Purushotham, Robinder Khemani +1
Exponential growth in Electronic Healthcare Records (EHR) has resulted in new opportunities and urgent needs for discovery of meaningful data-driven representations and patterns of…
Caching-Aided Coded Multicasting with Multiple Random Requests
Mingyue Ji, Antonia Tulino, Jaime Llorca +1
The capacity of caching networks has received considerable attention in the past few years. A particularly studied setting is the shared link caching network, in which a single sou…
An Efficient Multiple-Groupcast Coded Multicasting Scheme for Finite Fractional Caching
Mingyue Ji, Karthikeyan Shanmugam, Giuseppe Vettigli +3
Coded multicasting has been shown to improve the caching performance of content delivery networks with multiple caches downstream of a common multicast link. However, the schemes t…
Cognitive Access-Transmission Policies under a Primary ARQ process via Chain Decoding
Nicolo Michelusi, Petar Popovski, Michele Zorzi
This paper introduces a novel technique that enables access by a cognitive secondary user (SU) to a spectrum occupied by an incumbent primary user (PU) that employs Type-I Hybrid A…
Nonlinear Distortion Reduction in OFDM from Reliable Perturbations in Data Carriers
Ebrahim B. Al-Safadi, Tareq Y. Al-Naffouri, Mudassir Masood +1
A novel method for correcting the effect of nonlinear distortion in orthogonal frequency division multiplexing signals is proposed. The method depends on adaptively selecting the d…
On the distribution of the number of fixed vectors for the finite classical groups
Jason Fulman, Dennis Stanton
Motivated by analogous results for the symmetric group and compact Lie groups, we study the distribution of the number of fixed vectors of a random element of a finite classical gr…