Subramanian, Sathyawageeswar

3 publications

COLT 2024 Information-Theoretic Generalization Bounds for Learning from Quantum Data Matthias C. Caro, Tom Gur, Cambyse Rouzé, Daniel Stilck França, Sathyawageeswar Subramanian

ICML 2023 Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation Hayata Yamasaki, Sathyawageeswar Subramanian, Satoshi Hayakawa, Sho Sonoda

NeurIPS 2020 Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning Without Sparsity and Low-Rank Assumptions Hayata Yamasaki, Sathyawageeswar Subramanian, Sho Sonoda, Masato Koashi