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Parth Padalkar
Parth Padalkar
Ph.D. Candidate
E-mailová adresa ověřena na: utdallas.edu - Domovská stránka
Název
Citace
Citace
Rok
Reliable natural language understanding with large language models and answer set programming
A Rajasekharan, Y Zeng, P Padalkar, G Gupta
arXiv preprint arXiv:2302.03780, 2023
242023
Automated interactive domain-specific conversational agents that understand human dialogs
Y Zeng, A Rajasekharan, P Padalkar, K Basu, J Arias, G Gupta
International Symposium on Practical Aspects of Declarative Languages, 204-222, 2024
212024
NeSyFOLD: a framework for interpretable image classification
P Padalkar, H Wang, G Gupta
Proceedings of the AAAI Conference On Artificial Intelligence 38 (5), 4378-4387, 2024
8*2024
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks
P Padalkar, H Wang, G Gupta
Practical Aspects of Declarative Languages: 26th International Symposium …, 2024
42024
Prolog: past, present, and future
G Gupta, E Salazar, F Shakerin, J Arias, SC Varanasi, K Basu, H Wang, ...
Prolog: The Next 50 Years, 48-61, 2023
42023
Building intelligent systems by combining machine learning and automated commonsense reasoning
G Gupta, Y Zeng, A Rajasekaran, P Padalkar, K Kimbrell, K Basu, ...
Proceedings of the AAAI Symposium Series 2 (1), 272-276, 2023
42023
A Neurosymbolic Framework for Bias Correction in Convolutional Neural Networks
P Padalkar, N Ślusarz, E Komendantskaya, G Gupta
Theory and Practice of Logic Programming 24 (4), 644-662, 2024
3*2024
Logic-based explainable and incremental machine learning
G Gupta, H Wang, K Basu, F Shakerin, E Salazar, SC Varanasi, ...
Prolog: The Next 50 Years, 346-358, 2023
32023
Symbolic Reinforcement Learning Framework with Incremental Learning of Rule-based Policy.
K Basu, E Salazar, H Wang, J Arias, P Padalkar, G Gupta
ICLP Workshops, 2022
22022
Improving Interpretability and Accuracy in Neuro-Symbolic Rule Extraction Using Class-Specific Sparse Filters
P Padalkar, J Lee, S Wei, G Gupta
arXiv preprint arXiv:2501.16677, 2025
2025
Prolog: Past, Present, and Future
SC Varanasi, K Basu, H Wang, F Li, S Erbatur, P Padalkar, ...
Prolog: The Next 50 Years 13900, 48, 2023
2023
MACOptions: Multi-Agent Learning with Centralized Controller and Options Framework
A Aggarwal, R Bansal, P Padalkar, S Natarajan
arXiv preprint arXiv:2302.03800, 2023
2023
Algorithm development based on an integrated approach for identifying cause and effect
N Bhanot, P Padalkar
Knowledge Engineering for Modern Information Systems: Methods, Models and …, 2022
2022
Algorithm development based on an integrated approach for identifying cause and effect relationships between different factors
N Bhanot, P Padalkar
Knowledge Engineering for Modern Information Systems, 80, 2022
2022
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Články 1–14