Dheeraj Peddireddy

12 papers Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Regret and Belief Complexity Tradeoff in Gaussian Process Bandits via Information Thresholding. IEEE Trans. Artif. Intell. Amrit Singh Bedi, Dheeraj Peddireddy, Vaneet Aggarwal, Brian M. Sadler, Alec Koppel
2025	J	`jnl`	Tensor ring optimized quantum-enhanced tensor neural networks. Quantum Mach. Intell. Debanjan Konar, Dheeraj Peddireddy, Bijaya K. Panigrahi, Vaneet Aggarwal
2023	J	`jnl`	An finite element analysis surrogate model with boundary oriented graph embedding approach for rapid design. J. Comput. Des. Eng. Xingyu Fu, Fengfeng Zhou, Dheeraj Peddireddy, Zhengyang Kang, Martin Byung-Guk Jun, Vaneet Aggarwal
2023	J	`jnl`	Classical simulation of variational quantum classifiers using tensor rings. Appl. Soft Comput. Dheeraj Peddireddy, Vipul Bansal, Vaneet Aggarwal
2023	J	`jnl`	Noisy Tensor Ring approximation for computing gradients of Variational Quantum Eigensolver for Combinatorial Optimization. CoRR Dheeraj Peddireddy, Utkarsh Priyam, Vaneet Aggarwal
2023	J	`jnl`	Tensor Ring Optimized Quantum-Enhanced Tensor Neural Networks. CoRR Debanjan Konar, Dheeraj Peddireddy, Vaneet Aggarwal, Bijaya K. Panigrahi
2022	J	`jnl`	Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD. IEEE Trans. Ind. Informatics Xingyu Fu, Dheeraj Peddireddy, Vaneet Aggarwal, Martin Byung-Guk Jun
2022	J	`jnl`	Tensor Ring Parametrized Variational Quantum Circuits for Large Scale Quantum Machine Learning. CoRR Dheeraj Peddireddy, Vipul Bansal, Zubin Jacob, Vaneet Aggarwal
2021	J	`jnl`	An FEA surrogate model with Boundary Oriented Graph Embedding approach. CoRR Xingyu Fu, Fengfeng Zhou, Dheeraj Peddireddy, Zhengyang Kang, Martin Byung-Guk Jun, Vaneet Aggarwal
2021	J	`jnl`	Preemptive scheduling on unrelated machines with fractional precedence constraints. J. Parallel Distributed Comput. Vaneet Aggarwal, Tian Lan, Dheeraj Peddireddy
2020	J	`jnl`	Efficient Gaussian Process Bandits by Believing only Informative Actions. CoRR Amrit Singh Bedi, Dheeraj Peddireddy, Vaneet Aggarwal, Alec Koppel
2020	—	`conf`	Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions. L4DC Amrit Singh Bedi, Dheeraj Peddireddy, Vaneet Aggarwal, Alec Koppel