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ORCIDParth Padalkar
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2020 – today
- 2024
[c7]Parth Padalkar, Huaduo Wang, Gopal Gupta:
NeSyFOLD: A Framework for Interpretable Image Classification. AAAI 2024: 4378-4387- [c6]Parth Padalkar, Natalia Slusarz, Ekaterina Komendantskaya, Gopal Gupta:
A Neurosymbolic Framework for Bias Correction in Convolutional Neural Networks. ICLP Workshops 2024 - [c5]Parth Padalkar
, Huaduo Wang, Gopal Gupta:
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks. PADL 2024: 134-150 - [c4]Yankai Zeng, Abhiramon Rajasekharan, Parth Padalkar, Kinjal Basu, Joaquín Arias, Gopal Gupta:
Automated Interactive Domain-Specific Conversational Agents that Understand Human Dialogs. PADL 2024: 204-222 - [i5]Parth Padalkar, Natalia Slusarz, Ekaterina Komendantskaya, Gopal Gupta:
A Neurosymbolic Framework for Bias Correction in CNNs. CoRR abs/2405.15886 (2024) - 2023
- [c3]Parth Padalkar, Huaduo Wang, Gopal Gupta:
NeSyFOLD: Extracting Logic Programs from Convolutional Neural Networks. ICLP Workshops 2023 - [c2]Abhiramon Rajasekharan, Yankai Zeng, Parth Padalkar, Gopal Gupta:
Reliable Natural Language Understanding with Large Language Models and Answer Set Programming. ICLP 2023: 274-287 - [p2]Gopal Gupta, Elmer Salazar, Farhad Shakerin, Joaquín Arias, Sarat Chandra Varanasi, Kinjal Basu, Huaduo Wang, Fang Li, Serdar Erbatur, Parth Padalkar, Abhiramon Rajasekharan, Yankai Zeng, Manuel Carro:
Prolog: Past, Present, and Future. Prolog: The Next 50 Years 2023: 48-61 - [p1]Gopal Gupta, Huaduo Wang, Kinjal Basu, Farhad Shakerin, Elmer Salazar, Sarat Chandra Varanasi, Parth Padalkar, Sopam Dasgupta:
Logic-Based Explainable and Incremental Machine Learning. Prolog: The Next 50 Years 2023: 346-358 - [i4]Parth Padalkar, Huaduo Wang, Gopal Gupta:
NeSyFOLD: A System for Generating Logic-based Explanations from Convolutional Neural Networks. CoRR abs/2301.12667 (2023) - [i3]Alakh Aggarwal, Rishita Bansal, Parth Padalkar, Sriraam Natarajan:
MACOptions: Multi-Agent Learning with Centralized Controller and Options Framework. CoRR abs/2302.03800 (2023) - [i2]Yankai Zeng, Abhiramon Rajasekharan, Parth Padalkar, Kinjal Basu, Joaquín Arias, Gopal Gupta:
Automated Interactive Domain-Specific Conversational Agents that Understand Human Dialogs. CoRR abs/2303.08941 (2023) - [i1]Parth Padalkar, Gopal Gupta:
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks. CoRR abs/2310.13073 (2023) - 2022
- [c1]Kinjal Basu, Elmer Salazar, Huaduo Wang, Joaquín Arias, Parth Padalkar, Gopal Gupta:
Symbolic Reinforcement Learning Framework with Incremental Learning of Rule-based Policy. ICLP Workshops 2022
Coauthor Index
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