Dheeraj Peddireddy

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Gaussian Process

Top Venues

J. Comput. Des. Eng.

IEEE Trans. Ind. Informatics

Publications

Dheeraj Peddireddy, Vipul Bansal, Vaneet Aggarwal
Classical simulation of variational quantum classifiers using tensor rings. Appl. Soft Comput. 141 (2023)
Debanjan Konar, Dheeraj Peddireddy, Vaneet Aggarwal, Bijaya K. Panigrahi
Tensor Ring Optimized Quantum-Enhanced Tensor Neural Networks. CoRR (2023)
Xingyu Fu, Fengfeng Zhou, Dheeraj Peddireddy, Zhengyang Kang, Martin Byung-Guk Jun, Vaneet Aggarwal
An finite element analysis surrogate model with boundary oriented graph embedding approach for rapid design. J. Comput. Des. Eng. 10 (3) (2023)
Dheeraj Peddireddy, Utkarsh Priyam, Vaneet Aggarwal
Noisy Tensor Ring approximation for computing gradients of Variational Quantum Eigensolver for Combinatorial Optimization. CoRR (2023)
Xingyu Fu, Dheeraj Peddireddy, Vaneet Aggarwal, Martin Byung-Guk Jun
Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD. IEEE Trans. Ind. Informatics 18 (9) (2022)
Dheeraj Peddireddy, Vipul Bansal, Zubin Jacob, Vaneet Aggarwal
Tensor Ring Parametrized Variational Quantum Circuits for Large Scale Quantum Machine Learning. CoRR (2022)
Vaneet Aggarwal, Tian Lan, Dheeraj Peddireddy
Preemptive scheduling on unrelated machines with fractional precedence constraints. J. Parallel Distributed Comput. 157 (2021)
Xingyu Fu, Fengfeng Zhou, Dheeraj Peddireddy, Zhengyang Kang, Martin Byung-Guk Jun, Vaneet Aggarwal
An FEA surrogate model with Boundary Oriented Graph Embedding approach. CoRR (2021)
Amrit Singh Bedi, Dheeraj Peddireddy, Vaneet Aggarwal, Alec Koppel
Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions. L4DC (2020)
Amrit Singh Bedi, Dheeraj Peddireddy, Vaneet Aggarwal, Alec Koppel
Efficient Gaussian Process Bandits by Believing only Informative Actions. CoRR (2020)