Ashish Katiyar

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 7

Top Topics

Belief Propagation

Robust Estimation

Top Venues

Publications

Ashish Katiyar, Soumya Basu, Vatsal Shah, Constantine Caramanis
Recoverability Landscape of Tree Structured Markov Random Fields under Symmetric Noise. AISTATS (2022)
Ashish Katiyar, Soumya Basu, Vatsal Shah, Constantine Caramanis
Robust Estimation of Tree Structured Markov Random Fields. CoRR (2021)
Ashish Katiyar, Vatsal Shah, Constantine Caramanis
Robust Estimation of Tree Structured Ising Models. CoRR (2020)
Ashish Katiyar, Jessica Hoffmann, Constantine Caramanis
Robust estimation of tree structured Gaussian Graphical Model. CoRR (2019)
Ashish Katiyar, Jessica Hoffmann, Constantine Caramanis
Robust Estimation of Tree Structured Gaussian Graphical Models. ICML (2019)
Ashish Katiyar, Anwoy Kumar Mohanty, Jianping Hua, Chao Sima, Rosana Lopes, Aniruddha Datta, Michael L. Bittner
A Bayesian approach to determine the composition of heterogeneous cancer tissue. BMC Bioinform. (3) (2018)
Ashish Katiyar, Anwoy Kumar Mohanty, Chao Sima, Jianping Hua, Rosana Lopes, Aniruddha Datta, Michael L. Bittner
A Bayesian Approach to Determine the Composition of Heterogeneous Cancer Tissue. BCB (2017)
Ashish Katiyar, Aditya K. Jagannatham
Bayesian data and channel joint maximum-likelihood based error correction in wireless sensor networks. ACWR (2011)