Tuhin Sarkar

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 19

Top Topics

Dynamical Systems

Linear Regression

Partially Observed

Multi Armed Bandits

Top Venues

IEEE Trans. Inf. Theory

Publications

Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
Finite Time LTI System Identification. J. Mach. Learn. Res. 22 (2021)
X. Flora Meng, Tuhin Sarkar, Munther A. Dahleh
Nonstochastic Bandits with Infinitely Many Experts. CDC (2021)
X. Flora Meng, Tuhin Sarkar, Munther A. Dahleh
Nonstochastic Bandits with Infinitely Many Experts. CoRR (2021)
Dylan J. Foster, Alexander Rakhlin, Tuhin Sarkar
Learning nonlinear dynamical systems from a single trajectory. CoRR (2020)
Dylan J. Foster, Tuhin Sarkar, Alexander Rakhlin
Learning nonlinear dynamical systems from a single trajectory. L4DC (2020)
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
Nonparametric System identification of Stochastic Switched Linear Systems. CoRR (2019)
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
Nonparametric System identification of Stochastic Switched Linear Systems. CDC (2019)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Asymptotic Network Robustness. IEEE Trans. Control. Netw. Syst. 6 (2) (2019)
Anish Agarwal, Munther A. Dahleh, Tuhin Sarkar
A Marketplace for Data: An Algorithmic Solution. EC (2019)
Tuhin Sarkar, Alexander Rakhlin
Near optimal finite time identification of arbitrary linear dynamical systems. ICML (2019)
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
Finite-Time System Identification for Partially Observed LTI Systems of Unknown Order. CoRR (2019)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Asymptotic Robustness in Consensus Networks. ACC (2018)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Minimal Realization Problems for Jump Linear Systems. CDC (2018)
Tuhin Sarkar, Alexander Rakhlin
How fast can linear dynamical systems be learned? CoRR (2018)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Robustness in Consensus Networks. CoRR (2018)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Minimal Realization Problems for Jump Linear Systems. CoRR (2018)
Anish Agarwal, Munther A. Dahleh, Tuhin Sarkar
A Marketplace for Data: An Algorithmic Solution. CoRR (2018)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Asymptotic Network Robustness. CoRR (2017)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Robustness scaling in large networks. ACC (2016)
Ramji Venkataramanan, Tuhin Sarkar, Sekhar Tatikonda
Lossy Compression via Sparse Linear Regression: Computationally Efficient Encoding and Decoding. IEEE Trans. Inf. Theory 60 (6) (2014)
Ramji Venkataramanan, Tuhin Sarkar, Sekhar Tatikonda
Lossy compression via sparse linear regression: Computationally efficient encoding and decoding. ISIT (2013)
Ramji Venkataramanan, Tuhin Sarkar, Sekhar Tatikonda
Lossy Compression via Sparse Linear Regression: Computationally Efficient Encoding and Decoding CoRR (2012)