
Wireless Federated Learning with Limited Communication and Differential Privacy
This paper investigates the role of dimensionality reduction in efficien...
read it

Stochastic Binning and Coded Demixing for Unsourced Random Access
Unsourced random access is a novel communication paradigm designed for h...
read it

Hierarchical Causal Bandit
Causal bandit is a nascent learning model where an agent sequentially ex...
read it

Straggler Mitigation through Unequal Error Protection for Distributed Approximate Matrix Multiplication
Largescale machine learning and data mining methods routinely distribut...
read it

MultiClass Unsourced Random Access via Coded Demixing
Unsourced random access (URA) is a recently proposed communication parad...
read it

An Exploration of the Heterogeneous Unsourced MAC
The unsourced MAC model was originally introduced to study the communica...
read it

An efficient labelfree analyte detection algorithm for timeresolved spectroscopy
Timeresolved spectral techniques play an important analysis tool in man...
read it

FairnessOriented User Association in HetNets Using Bargaining Game Theory
In this paper, the user association and resource allocation problem is i...
read it

Straggler Mitigation through Unequal Error Protection for Distributed Matrix Multiplication
Largescale machine learning and data mining methods routinely distribut...
read it

On Sum Secure Degrees of Freedom for KUser MISO Broadcast Channel With Alternating CSIT
In this paper, the sum secure degrees of freedom (SDoF) of the Kuser Mu...
read it

Efficient Federated Learning over Multiple Access Channel with Differential Privacy Constraints
In this paper, the problem of federated learning (FL) over a multiple ac...
read it

The Information Mutual Information Ratio for Counting Image Features and Their Matches
Feature extraction and description is an important topic of computer vis...
read it

Decentralized SGD with OvertheAir Computation
We study the performance of decentralized stochastic gradient descent (D...
read it

On the Capacity of the Oversampled Wiener Phase Noise Channel
In this paper, the capacity of the oversampled Wiener phase noise (OWPN)...
read it

On the Compressibility of Affinely Singular Random Vectors
There are several ways to measure the compressibility of a random measur...
read it

Comparisonlimited Vector Quantization
A variation of the classic vector quantization problem is considered, in...
read it

LDPC Coded Multiuser Shaping for the Gaussian Multiple Access Channel
The joint design of input constellation and lowdensity paritycheck (LD...
read it

Distributed Convex Optimization With Limited Communications
In this paper, a distributed convex optimization algorithm, termed distr...
read it

On MIMO Channel Capacity with Output Quantization Constraints
The capacity of a MultipleInput MultipleOutput (MIMO) channel in which...
read it
Stefano Rini
is this you? claim profile