Sathyawageeswar Subramanian

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Natural Language Processing

Preprocessing Step

Learning Curves

Quantum Computation

Top Venues

Electron. Colloquium Comput. Complex.

Quantum Mach. Intell.

Publications

Vahid R. Asadi, Alexander Golovnev, Tom Gur, Igor Shinkar, Sathyawageeswar Subramanian
Quantum Worst-Case to Average-Case Reductions for All Linear Problems. SODA (2024)
Matthias C. Caro, Tom Gur, Cambyse Rouzé, Daniel Stilck França, Sathyawageeswar Subramanian
Information-theoretic generalization bounds for learning from quantum data. COLT (2024)
Hayata Yamasaki, Sathyawageeswar Subramanian, Satoshi Hayakawa, Sho Sonoda
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation. ICML (2023)
Hayata Yamasaki, Sathyawageeswar Subramanian, Satoshi Hayakawa, Sho Sonoda
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation. CoRR (2023)
Matthias Caro, Tom Gur, Cambyse Rouzé, Daniel Stilck França, Sathyawageeswar Subramanian
Information-theoretic generalization bounds for learning from quantum data. CoRR (2023)
Vahid R. Asadi, Alexander Golovnev, Tom Gur, Igor Shinkar, Sathyawageeswar Subramanian
Quantum Worst-Case to Average-Case Reductions for All Linear Problems. Electron. Colloquium Comput. Complex. (2022)
Vahid R. Asadi, Alexander Golovnev, Tom Gur, Igor Shinkar, Sathyawageeswar Subramanian
Quantum Worst-Case to Average-Case Reductions for All Linear Problems. CoRR (2022)
Tom Gur, Min-Hsiu Hsieh, Sathyawageeswar Subramanian
Sublinear quantum algorithms for estimating von Neumann entropy. Electron. Colloquium Comput. Complex. 28 (2021)
Johannes Bausch, Sathyawageeswar Subramanian, Stephen Piddock
A quantum search decoder for natural language processing. Quantum Mach. Intell. 3 (1) (2021)
Tom Gur, Min-Hsiu Hsieh, Sathyawageeswar Subramanian
Sublinear quantum algorithms for estimating von Neumann entropy. CoRR (2021)
Hayata Yamasaki, Sathyawageeswar Subramanian, Sho Sonoda, Masato Koashi
Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions. NeurIPS (2020)
Hayata Yamasaki, Sathyawageeswar Subramanian, Sho Sonoda, Masato Koashi
Fast Quantum Algorithm for Learning with Optimized Random Features. CoRR (2020)
Johannes Bausch, Sathyawageeswar Subramanian, Stephen Piddock
A Quantum Search Decoder for Natural Language Processing. CoRR (2019)
Steven Herbert, Sathyawageeswar Subramanian
Spectral sparsification of matrix inputs as a preprocessing step for quantum algorithms. CoRR (2019)