Purushottam D. Dixit

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 6

Top Topics

Generative Model

Top Venues

PLoS Comput. Biol.

Publications

Hoda Akl, Brooke Emison, Xiaochuan Zhao, Arup Mondal, Alberto Perez, Purushottam D. Dixit
GENERALIST: A latent space based generative model for protein sequence families. PLoS Comput. Biol. 19 (11) (2023)
Xiaochuan Zhao, Germán Plata, Purushottam D. Dixit
SiGMoiD: A super-statistical generative model for binary data. PLoS Comput. Biol. 17 (8) (2021)
Purushottam D. Dixit
Introducing User-Prescribed Constraints in Markov Chains for Nonlinear Dimensionality Reduction. Neural Comput. 31 (5) (2019)
Purushottam D. Dixit
TMI: Thermodynamic inference of data manifolds. CoRR (2019)
Purushottam D. Dixit
Path-entropy maximized Markov chains for dimensionality reduction. CoRR (2018)
Purushottam D. Dixit
Entropy production rate as a criterion for inconsistency in decision theory. CoRR (2018)
Purushottam D. Dixit, Sergei Maslov
Evolutionary Capacitance and Control of Protein Stability in Protein-Protein Interaction Networks. PLoS Comput. Biol. 9 (4) (2013)