Ashutosh Gupta
4 papers in the PaperMetrix corpus
Papers by this author
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Design, Development and Comparison of Heuristic Driven Algorithms Based on the Crossed Domain Products’ Reviews for User’s Summarization
2019 · Recent Advances in Computer Science and Communications
Background: In recent time, people love online shopping but before any shopping feedbacks or reviews always required. These feedbacks help customers in decision making for buying any product or availing any service. In the country …
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Sentiment Analysis of Twitter Posts using Machine Learning Algorithms
2019 · International Conference on Computing for Sustainable Global Development
Sentiment Analysis refers to the use of Natural Language Processing to determine the attitude of a speaker, writer,or other subject with respect to some topic or the overall contextual polarity to a document, interaction, or …
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Quantitative Learning of LTL from Finite Traces
2021 · arXiv (Cornell University)
In this paper, we present a novel method for learning LTL properties from a set of traces. The main novelty of our method, as compared to many existing ones, is that we learn formulae in …
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LTL-Based Non-Markovian Inverse Reinforcement Learning
2021 · arXiv (Cornell University)
The successes of reinforcement learning in recent years are underpinned by the characterization of suitable reward functions. However, in settings where such rewards are non-intuitive, difficult to define, or otherwise error-prone in their definition, it …