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Publication search results
found 53 matches
- 2024
- Arya Rao, John Kim, Winston Lie, Michael Pang, Lanting Fuh, Keith J. Dreyer, Marc D. Succi
:
Proactive Polypharmacy Management Using Large Language Models: Opportunities to Enhance Geriatric Care. J. Medical Syst. 48(1): 41 (2024) - Yassine Chemingui, Aryan Deshwal, Trong Nghia Hoang, Janardhan Rao Doppa:
Offline Model-Based Optimization via Policy-Guided Gradient Search. AAAI 2024: 11230-11239 - Aryaman Rao, Parth Singh, Dinesh Kumar Vishwakarma, Mukesh Prasad:
DQSSA: A Quantum-Inspired Solution for Maximizing Influence in Online Social Networks (Student Abstract). AAAI 2024: 23628-23630 - Aryan Tyagi, Aryaman Rao, Shubhanshu Rao, Raj Kumar Singh:
COPD-FlowNet: Elevating Non-invasive COPD Diagnosis with CFD Simulations (Student Abstract). AAAI 2024: 23671-23672 - Aryaman Rao, Harshit Gupta, Parth Singh, Shivam Mittal, Utkarsh Singh, Dinesh Kumar Vishwakarma:
Optimizing Electric Vehicle Efficiency with Real-Time Telemetry using Machine Learning. ICMRE 2024: 213-219 - Yassine Chemingui, Aryan Deshwal, Trong Nghia Hoang, Janardhan Rao Doppa:
Offline Model-Based Optimization via Policy-Guided Gradient Search. CoRR abs/2405.05349 (2024) - 2023
- Mukundan Chariar, Shreyas Rao, Aryan Irani, Shilpa Suresh
, C. S. Asha
:
AI Trainer: Autoencoder Based Approach for Squat Analysis and Correction. IEEE Access 11: 107135-107149 (2023) - Inder Khatri, Arjun Choudhry, Aryaman Rao
, Aryan Tyagi
, Dinesh Kumar Vishwakarma
, Mukesh Prasad:
Influence Maximization in social networks using discretized Harris' Hawks Optimization algorithm. Appl. Soft Comput. 149(Part B): 111037 (2023) - Gaurav Narang
, Aryan Deshwal
, Raid Ayoub
, Michael Kishinevsky
, Janardhan Rao Doppa
, Partha Pratim Pande
:
Dynamic Power Management in Large Manycore Systems: A Learning-to-Search Framework. ACM Trans. Design Autom. Electr. Syst. 28(5): 84:1-84:21 (2023) - Aryan Deshwal, Sebastian Ament, Maximilian Balandat, Eytan Bakshy, Janardhan Rao Doppa, David Eriksson:
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings. AISTATS 2023: 7021-7039 - Reshma Ramesh, Arya Mohan, Nasliya N, J. Sophie von Lieres, Rao R. Bhavani:
Exploring the Role of Women in Technology Driven Water Quality Monitoring Using a Participatory Approach. GHTC 2023: 211-216 - Reshma Ramesh, Nasliya N, Arya Mohan, J. Sophie von Lieres, Rao R. Bhavani:
Enablers of Rural Women's Adoption of Water Quality Monitoring Technologies for Ensuring Clean and Safe Drinking Water. GHTC 2023: 196-202 - Aryan Deshwal, Sebastian Ament, Maximilian Balandat, Eytan Bakshy, Janardhan Rao Doppa, David Eriksson:
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings. CoRR abs/2303.01774 (2023) - Abhinav Jain, Ehan Masud, Michelle Han, Rohan Dhillon, Sumukh Rao, Arya Joshi, Salar Cheema, Saurav Kumar:
Two Timin': Repairing Smart Contracts With A Two-Layered Approach. CoRR abs/2309.07841 (2023) - Aryaman Rao, Harshit Gupta, Parth Singh, Shivam Mittal, Utkrash Singh, Dinesh Kumar Vishwakarma:
Optimizing Electric Vehicle Efficiency with Real-Time Telemetry using Machine Learning. CoRR abs/2311.08085 (2023) - Aryaman Rao, Parth Singh, Dinesh Kumar Vishwakarma, Mukesh Prasad:
DQSSA: A Quantum-Inspired Solution for Maximizing Influence in Online Social Networks (Student Abstract). CoRR abs/2311.18676 (2023) - Aryan Tyagi, Aryaman Rao, Shubhanshu Rao, Raj Kumar Singh:
COPD-FlowNet: Elevating Non-invasive COPD Diagnosis with CFD Simulations. CoRR abs/2312.11561 (2023) - 2022
- Nibi Kulangara Velayudhan
, Preeja Pradeep
, Sethuraman N. Rao
, Aryadevi Remanidevi Devidas
, Maneesha Vinodini Ramesh
:
IoT-Enabled Water Distribution Systems - A Comparative Technological Review. IEEE Access 10: 101042-101070 (2022) - Biresh Kumar Joardar
, Aryan Deshwal, Janardhan Rao Doppa, Partha Pratim Pande
, Krishnendu Chakrabarty
:
High-Throughput Training of Deep CNNs on ReRAM-Based Heterogeneous Architectures via Optimized Normalization Layers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(5): 1537-1549 (2022) - Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Dae Hyun Kim:
Bayesian Optimization over Permutation Spaces. AAAI 2022: 6515-6523 - Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa:
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. CoRR abs/2204.05944 (2022) - Inder Khatri, Arjun Choudhry, Aryaman Rao, Aryan Tyagi, Dinesh Kumar Vishwakarma, Mukesh Prasad:
Influence Maximization in Social Networks using Discretized Harris Hawks Optimization Algorithm and Neighbour Scout Strategy. CoRR abs/2211.09683 (2022) - 2021
- Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization. J. Artif. Intell. Res. 72: 667-715 (2021) - Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa:
Mercer Features for Efficient Combinatorial Bayesian Optimization. AAAI 2021: 7210-7218 - Aryan Deshwal, Syrine Belakaria, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande:
Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach. DAC 2021: 607-612 - Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa:
Bayesian Optimization over Hybrid Spaces. ICML 2021: 2632-2643 - Aryan Deshwal, Janardhan Rao Doppa:
Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces. NeurIPS 2021: 8185-8200 - Aryan Deshwal, Syrine Belakaria, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande:
Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach. CoRR abs/2105.09282 (2021) - Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa:
Bayesian Optimization over Hybrid Spaces. CoRR abs/2106.04682 (2021) - Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization. CoRR abs/2110.06980 (2021)
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