Search Results for author: Hari Hara Suthan Chittoor

Found 4 papers, 3 papers with code

Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels

no code implementations9 Dec 2022 Hari Hara Suthan Chittoor, Osvaldo Simeone, Leonardo Banchi, Stefano Pirandola

Simulating quantum channels is a fundamental primitive in quantum computing, since quantum channels define general (trace-preserving) quantum operations.

Quantum Machine Learning for Distributed Quantum Protocols with Local Operations and Noisy Classical Communications

1 code implementation22 Jul 2022 Hari Hara Suthan Chittoor, Osvaldo Simeone

Distributed quantum information processing protocols such as quantum entanglement distillation and quantum state discrimination rely on local operations and classical communications (LOCC).

Quantum Machine Learning

Learning Quantum Entanglement Distillation with Noisy Classical Communications

1 code implementation17 May 2022 Hari Hara Suthan Chittoor, Osvaldo Simeone

Therefore, an important primitive for quantum networking is entanglement distillation, whose goal is to enhance the fidelity of entangled qubits through local operations and classical communication (LOCC).

Management

Robust Distributed Bayesian Learning with Stragglers via Consensus Monte Carlo

1 code implementation17 Dec 2021 Hari Hara Suthan Chittoor, Osvaldo Simeone

This paper studies distributed Bayesian learning in a setting encompassing a central server and multiple workers by focusing on the problem of mitigating the impact of stragglers.

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