3 papers
cs.LG2020
Conditional Mutual Information-Based Generalization Bound for Meta Learning
Arezou Rezazadeh, Sharu Theresa Jose, Giuseppe Durisi +1
Meta-learning optimizes an inductive bias---typically in the form of the hyperparameters of a base-learning algorithm---by observing data from a finite number of related tasks. Thi…
cs.IT2019
Joint Source-Channel Coding for the Multiple-Access Channel with Correlated Sources
Arezou Rezazadeh, Josep Font-Segura, Alfonso Martinez +1
This paper studies the random-coding exponent of joint source-channel coding for the multiple-access channel with correlated sources. For each user, by defining a threshold, the me…
cs.IT2018
Multiple-Access Channel with Independent Sources: Error Exponent Analysis
Arezou Rezazadeh, Josep Font-Segura, Alfonso Martinez +1
In this paper, an achievable error exponent for the multiple-access channel with two independent sources is derived. For each user, the source messages are partitioned into two cla…