30 citations · 31 across the 8 of their papers we have counts for
9 papers
Quantum Hamiltonian-Based Generative Modeling of Single-Cell Transcriptomics for Gene Regulatory Network Inference
Mohammad Aamir Sohail, Ranga R. Sudharshan, S. Sandeep Pradhan +1
We introduce a novel quantum Hamiltonian-based gene expression model (QHGM), a generative framework for modeling pseudotime-ordered single-cell gene expression data. In QHGM, gene…
QubitLens: An Interactive Learning Tool for Quantum State Tomography
Mohammad Aamir Sohail, Ranga Sudharshan, S. Sandeep Pradhan +1
Quantum state tomography is a fundamental task in quantum computing, involving the reconstruction of an unknown quantum state from measurement outcomes. Although essential, it is t…
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…
Quantum Natural Stochastic Pairwise Coordinate Descent
Mohammad Aamir Sohail, Mohsen Heidari, S. Sandeep Pradhan
Variational quantum algorithms, optimized using gradient-based methods, often exhibit sub-optimal convergence performance due to their dependence on Euclidean geometry. Quantum nat…
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…
Source Coding for Synthesizing Correlated Randomness
Touheed Anwar Atif, Arun Padakandla, S. Sandeep Pradhan
We consider a scenario wherein two parties Alice and Bob are provided and -- samples that are IID from a PMF . Alice and Bob can communicate to…
Coset codes for communicating over non-additive channels
Arun Padakandla, S. Sandeep Pradhan
We present a case for the use of codes possessing algebraic closure properties - coset codes - in developing coding techniques and characterizing achievable rate regions for generi…
An Achievable rate region for the user interference channel based on coset codes
Arun Padakandla, Aria G. Sahebi, S. Sandeep Pradhan
We consider the problem of communication over a three user discrete memoryless interference channel (IC). The current known coding techniques for communicating over an arbitrar…
Polar Codes for Some Multi-terminal Communications Problems
Aria G. Sahebi, S. Sandeep Pradhan
It is shown that polar coding schemes achieve the known achievable rate regions for several multi-terminal communications problems including lossy distributed source coding, multip…