Uthsav Chitra

Orcid: 0000-0001-6016-0960

According to our database1, Uthsav Chitra authored at least 12 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Algorithms for understanding the spatial and network organization of biological systems
PhD thesis, 2024

Mapping the Topography of Spatial Gene Expression with Interpretable Deep Learning.
Proceedings of the Research in Computational Molecular Biology, 2024

2022
NetMix2: A Principled Network Propagation Algorithm for Identifying Altered Subnetworks.
J. Comput. Biol., 2022

Belayer: Modeling Discrete and Continuous Spatial Variation in Gene Expression from Spatially Resolved Transcriptomics.
Proceedings of the Research in Computational Molecular Biology, 2022

NetMix2: Unifying Network Propagation and Altered Subnetworks.
Proceedings of the Research in Computational Molecular Biology, 2022

2021
NetMix: A Network-Structured Mixture Model for Reduced-Bias Estimation of Altered Subnetworks.
J. Comput. Biol., May, 2021

Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies.
CoRR, 2020

Analyzing the Impact of Filter Bubbles on Social Network Polarization.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

2019
Understanding Filter Bubbles and Polarization in Social Networks.
CoRR, 2019

Committee Selection is More Similar Than You Think: Evidence from Avalanche and Stellar.
CoRR, 2019

Random Walks on Hypergraphs with Edge-Dependent Vertex Weights.
Proceedings of the 36th International Conference on Machine Learning, 2019


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