Praveen Venkateswaran

According to our database, Praveen Venkateswaran authored at least 21 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search.

Walter Gerych, Yara Rizk, Vatche Isahagian, Vinod Muthusamy, Evelyn Duesterwald, Praveen Venkateswaran

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning.

Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Towards large language model-based personal agents in the enterprise: Current trends and open problems.

Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

TaskDiff: A Similarity Metric for Task-Oriented Conversations.

Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Case for Business Process-Specific Foundation Models.

Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, Vinod Muthusamy

Proceedings of the Business Process Management Workshops, 2023

FedGen: Generalizable Federated Learning for Sequential Data.

Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

FedGen: Generalizable Federated Learning.

Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian

CoRR, 2022

A Case for Business Process-Specific Foundation Models.

Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy

CoRR, 2022

T2C: A Multi-User System for Deploying DNNs in a Thing-to-Cloud Continuum.

Chia-Ying Hsieh, Praveen Venkateswaran, Nalini Venkatasubramanian, Cheng-Hsin Hsu

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Towards Continual Learning in Interactive Digital Assistants for Process Automation.

Praveen Venkateswaran, Vinod Muthusamy, Yara Rizk, Vatche Isahagian

Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Can You Teach Robotic Process Automation Bots New Tricks?

Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Kartik Talamadupula

Proceedings of the Business Process Management: Blockchain, Robotic Process Automation, and Central and Eastern Europe Forum, 2022

2021

Leveraging Community Structure and Behavior for Smart Infrastructure.

Praveen Venkateswaran

PhD thesis, 2021

REAM: A Framework for Resource Efficient Adaptive Monitoring of Community Spaces.

Praveen Venkateswaran, Kyle E. Benson, Chia-Ying Hsieh, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian

Pervasive Mob. Comput., 2021

Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets.

Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Robust and Generalizable Predictive Models for Business Processes.

Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian

Proceedings of the Business Process Management - 19th International Conference, 2021

2020

REAM: Resource Efficient Adaptive Monitoring of Community Spaces at the Edge Using Reinforcement Learning.

Praveen Venkateswaran, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian

Proceedings of the IEEE International Conference on Smart Computing, 2020

2019

Augmenting in-situ with mobile sensing for adaptive monitoring of water distribution networks.

Praveen Venkateswaran, Mahima Agumbe Suresh, Nalini Venkatasubramanian

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

2018

Impact driven sensor placement for leak detection in community water networks.

Praveen Venkateswaran, Qing Han, Ronald T. Eguchi, Nalini Venkatasubramanian

Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, 2018

Touch To Talk: A Wearable Representing Social Media Metaphors.

Saumya Gupta, Praveen Venkateswaran, Shruti Khurana, Sindhuri Rayavaram

Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2016

Domain Driven Forecasting: Applying Theory Into Practice.

Praveen Venkateswaran, Vikrant Shimpi, Maitreya Natu, Vaishali P. Sadaphal

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Towards next-generation alert management of data centers.

Praveen Venkateswaran, Aruna Malapati, Maitreya Natu, Vaishali P. Sadaphal

Proceedings of the 8th International Conference on Communication Systems and Networks, 2016