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20192022
most citedQuantum Natural Gradient with Efficient Backtracking Line Search

1 citations · 1 across the 6 of their papers we have counts for

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cs.IT2025

When Wyner and Ziv Met Bayes in Quantum-Classical Realm

Mohammad Aamir Sohail, Touheed Anwar Atif, S. Sandeep Pradhan

In this work, we address the lossy quantum-classical source coding with the quantum side-information (QC-QSI) problem. The task is to compress the classical information about a qua…

cs.IT2022

Unified approach for computing sum of sources over CQ-MAC

Mohammad Aamir Sohail, Touheed Anwar Atif, S. Sandeep Pradhan +1

We consider the task of communicating a generic bivariate function of two classical sources over a Classical-Quantum Multiple Access Channel (CQ-MAC). The two sources are observed…

cs.IT2021

Synthesizing Correlated Randomness using Algebraic Structured Codes

Touheed Anwar Atif, Arun Padakandla, S. Sandeep Pradhan

In this problem, Alice and Bob, are provided and that are IID . Alice and Bob can communicate to Charles over (noiseless) links of rate a…

cs.IT2021

Achievable rate-region for User Classical-Quantum Interference Channel using Structured Codes

Touheed Anwar Atif, Arun Padakandla, S. Sandeep Pradhan

We consider the problem of characterizing an inner bound to the capacity region of a user classical-quantum interference channel (CQIC). The best known coding scheme for co…

cs.IT2021

Computing Sum of Sources over a Classical-Quantum MAC

Touheed Anwar Atif, Arun Padakandla, S. Sandeep Pradhan

We consider the problem of communicating a general bivariate function of two classical sources observed at the encoders of a classical-quantum multiple access channel. Building on…

cs.IT2021

Distributed Quantum Faithful Simulation and Function Computation Using Algebraic Structured Measurements

Touheed Anwar Atif, S. Sandeep Pradhan

In this work, we consider the task of faithfully simulating a quantum measurement, acting on a joint bipartite quantum state, in a distributed manner. In the distributed setup, the…