Search Results for author: Ashutosh Kumar

Found 4 papers, 2 papers with code

Transients generate memory and break hyperbolicity in stochastic enzymatic networks

no code implementations2 Oct 2020 Ashutosh Kumar, R. Adhikari, Arti Dua

We propose new statistical measures, defined in terms of turnover times, to distinguish between the transient and steady states and apply these to experimental data from a landmark experiment that first observed molecular memory in a single enzyme with multiple binding sites.

Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation

1 code implementation NAACL 2019 Ashutosh Kumar, Satwik Bhattamishra, Bh, Manik ari, Partha Talukdar

Inducing diversity in the task of paraphrasing is an important problem in NLP with applications in data augmentation and conversational agents.

Data Augmentation Intent Classification

eCommerceGAN : A Generative Adversarial Network for E-commerce

no code implementations10 Jan 2018 Ashutosh Kumar, Arijit Biswas, Subhajit Sanyal

Exploring the space of all plausible orders could help us better understand the relationships between the various entities in an e-commerce ecosystem, namely the customers and the products they purchase.

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