Jithin K. Sreedharan

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 12

Top Topics

Finding Relevant Information

Spectral Decomposition

Unsupervised And Semi Supervised

Dynamic Networks

Top Venues

IEEE Trans. Inf. Theory

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Sufficiently Informative and Relevant Features: An Information-Theoretic and Fourier-Based Characterization. IEEE Trans. Inf. Theory 68 (9) (2022)
Mihir Kulkarni, Satvik Golechha, Rishi Raj, Jithin K. Sreedharan, Ankit Bhardwaj, Santanu Rathod, Bhavin Vadera, Jayakrishna Kurada, Sanjay Mattoo, Rajendra Joshi, Kirankumar Rade, Alpan Raval
Predicting Treatment Adherence of Tuberculosis Patients at Scale. ML4H@NeurIPS (2022)
Krzysztof Turowski, Jithin K. Sreedharan, Wojciech Szpankowski
Temporal Ordered Clustering in Dynamic Networks: Unsupervised and Semi-Supervised Learning Algorithms. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Information Sufficiency via Fourier Expansion. ISIT (2021)
Jithin K. Sreedharan, Krzysztof Turowski, Wojciech Szpankowski
Revisiting Parameter Estimation in Biological Networks: Influence of Symmetries. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (3) (2021)
Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Finding Relevant Information via a Discrete Fourier Expansion. ICML (2021)
Krzysztof Turowski, Jithin K. Sreedharan, Wojciech Szpankowski
Temporal Ordered Clustering in Dynamic Networks. ISIT (2020)
Krzysztof Turowski, Jithin K. Sreedharan, Wojciech Szpankowski
Temporal Ordered Clustering in Dynamic Networks. CoRR (2019)
Abram N. Magner, Jithin K. Sreedharan, Ananth Y. Grama, Wojciech Szpankowski
TIMES: Temporal Information Maximally Extracted from Structures. WWW (2018)
Konstantin Avrachenkov, Philippe Jacquet, Jithin K. Sreedharan
Hamiltonian system approach to distributed spectral decomposition in networks. nDS (2017)
Abram Magner, Ananth Grama, Jithin K. Sreedharan, Wojciech Szpankowski
Recovery of vertex orderings in dynamic graphs. ISIT (2017)
Konstantin Avrachenkov, Philippe Jacquet, Jithin K. Sreedharan
Distributed spectral decomposition in networks by complex diffusion and quantum random walk. INFOCOM (2016)