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Praveen Venkateswaran
Praveen Venkateswaran
IBM Research AI
Подтвержден адрес электронной почты в домене ibm.com
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Процитировано
Процитировано
Год
Impact driven sensor placement for leak detection in community water networks
P Venkateswaran, Q Han, RT Eguchi, N Venkatasubramanian
2018 ACM/IEEE 9th International Conference on Cyber-Physical Systems (ICCPS …, 2018
172018
Environment agnostic invariant risk minimization for classification of sequential datasets
P Venkateswaran, V Muthusamy, V Isahagian, N Venkatasubramanian
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
142021
Robust and generalizable predictive models for business processes
P Venkateswaran, V Muthusamy, V Isahagian, N Venkatasubramanian
International Conference on Business Process Management, 105-122, 2021
112021
Augmenting in-situ with mobile sensing for adaptive monitoring of water distribution networks
P Venkateswaran, MA Suresh, N Venkatasubramanian
Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical …, 2019
102019
Fedgen: Generalizable federated learning for sequential data
P Venkateswaran, V Isahagian, V Muthusamy, N Venkatasubramanian
2023 IEEE 16th International Conference on Cloud Computing (CLOUD), 308-318, 2023
9*2023
Towards large language model-based personal agents in the enterprise: Current trends and open problems
V Muthusamy, Y Rizk, K Kate, P Venkateswaran, V Isahagian, A Gulati, ...
Findings of the Association for Computational Linguistics: EMNLP 2023, 6909-6921, 2023
82023
A case for business process-specific foundation models
Y Rizk, P Venkateswaran, V Isahagian, A Narcomey, V Muthusamy
International Conference on Business Process Management, 44-56, 2023
72023
Can you teach robotic process automation bots new tricks?
Y Rizk, P Venkateswaran, V Isahagian, V Muthusamy, K Talamadupula
International Conference on Business Process Management, 246-259, 2022
42022
Ream: Resource efficient adaptive monitoring of community spaces at the edge using reinforcement learning
P Venkateswaran, CH Hsu, S Mehrotra, N Venkatasubramanian
2020 IEEE International Conference on Smart Computing (SMARTCOMP), 17-24, 2020
42020
System and method for smart alerts
N Maitreya, P Venkateswaran, VP Sadaphal
US Patent 10,628,801, 2020
42020
Touch To Talk: A Wearable Representing Social Media Metaphors
S Gupta, P Venkateswaran, S Khurana, S Rayavaram
Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing …, 2018
42018
Granite-function calling model: Introducing function calling abilities via multi-task learning of granular tasks
I Abdelaziz, K Basu, M Agarwal, S Kumaravel, M Stallone, R Panda, ...
arXiv preprint arXiv:2407.00121, 2024
32024
District: Dialogue state tracking with retriever driven in-context tuning
P Venkateswaran, E Duesterwald, V Isahagian
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
22023
T2C: A Multi-User System for Deploying DNNs in a Thing-to-Cloud Continuum
CY Hsieh, P Venkateswaran, N Venkatasubramanian, CH Hsu
2022 18th International Conference on Mobility, Sensing and Networking (MSN …, 2022
12022
Towards Continual Learning in Interactive Digital Assistants for Process Automation.
P Venkateswaran, V Muthusamy, Y Rizk, V Isahagian
PMAI@ IJCAI, 85-88, 2022
12022
Towards next-generation alert management of data centers
P Venkateswaran, A Malapati, M Natu, V Sadaphal
2016 8th International Conference on Communication Systems and Networks …, 2016
12016
Automating generalization or personalization of conversational automation agents
Y Rizk, A Bhaumik, V Isahagian, V Muthusamy, P Venkateswaran, ...
US Patent App. 18/163,771, 2024
2024
SYNTHESIS OF PERSONALIZED CONVERSATIONAL AUTOMATION AGENTS
P Venkateswaran, NS Fernandez, Y Rizk, V Isahagian, V Muthusamy
US Patent App. 18/062,691, 2024
2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search
W Gerych, Y Rizk, V Isahagian, V Muthusamy, E Duesterwald, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 18065 …, 2024
2024
TaskDiff: A Similarity Metric for Task-Oriented Conversations
A Bhaumik, P Venkateswaran, Y Rizk, V Isahagian
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
2023
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