Arnab Ganguly

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 7

Top Topics

Diffusion Processes

Top Venues

J. Mach. Learn. Res.

Multiscale Model. Simul.

Publications

Arnab Ganguly, Riten Mitra, Jinpu Zhou
Infinite-dimensional optimization and Bayesian nonparametric learning of stochastic differential equations. J. Mach. Learn. Res. 24 (2023)
Arnab Ganguly, Riten Mitra, Jinpu Zhou
Infinite-dimensional optimization and Bayesian nonparametric learning of stochastic differential equations. CoRR (2022)
Derya Altintan, Arnab Ganguly, Heinz Koeppl
Efficient simulation of multiscale reaction networks: A multilevel partitioning approach. ACC (2016)
Tobias Sutter, Arnab Ganguly, Heinz Koeppl
A Variational Approach to Path Estimation and Parameter Inference of Hidden Diffusion Processes. J. Mach. Learn. Res. 17 (2016)
Tobias Sutter, Arnab Ganguly, Heinz Koeppl
A variational approach to path estimation and parameter inference of hidden diffusion processes. CoRR (2015)
Arnab Ganguly, Derya Altintan, Heinz Koeppl
Error bound and simulation algorithm for piecewise deterministic approximations of stochastic reaction systems. ACC (2015)
Arnab Ganguly, Derya Altintan, Heinz Koeppl
Jump-Diffusion Approximation of Stochastic Reaction Dynamics: Error Bounds and Algorithms. Multiscale Model. Simul. 13 (4) (2015)
Arnab Ganguly, Tatjana Petrov, Heinz Koeppl
Markov chain aggregation and its applications to combinatorial reaction networks CoRR (2013)
Michael Klann, Arnab Ganguly, Heinz Koeppl
Hybrid spatial Gillespie and particle tracking simulation. Bioinform. 28 (18) (2012)
Tatjana Petrov, Arnab Ganguly, Heinz Koeppl
Model Decomposition and Stochastic Fragments. Electron. Notes Theor. Comput. Sci. 284 (2012)