Sathyawageeswar Subramanian

Orcid: 0000-0001-8716-3424

According to our database1, Sathyawageeswar Subramanian authored at least 8 papers between 2019 and 2023.

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Bibliography

2023
Information-theoretic generalization bounds for learning from quantum data.
CoRR, 2023

Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation.
Proceedings of the International Conference on Machine Learning, 2023

2022
Quantum Worst-Case to Average-Case Reductions for All Linear Problems.
Electron. Colloquium Comput. Complex., 2022

2021
A quantum search decoder for natural language processing.
Quantum Mach. Intell., 2021

Sublinear quantum algorithms for estimating von Neumann entropy.
Electron. Colloquium Comput. Complex., 2021

2020
Fast Quantum Algorithm for Learning with Optimized Random Features.
CoRR, 2020

Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Spectral sparsification of matrix inputs as a preprocessing step for quantum algorithms.
CoRR, 2019


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