research
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05/12/2023
ActUp: Analyzing and Consolidating tSNE and UMAP
tSNE and UMAP are popular dimensionality reduction algorithms due to the...
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10/07/2021
Workload-Aware Materialization of Junction Trees
Bayesian networks are popular probabilistic models that capture the cond...
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09/28/2021
Learning Ideological Embeddings from Information Cascades
Modeling information cascades in a social network through the lenses of ...
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07/11/2021
Efficient and Effective Algorithms for Revenue Maximization in Social Advertising
We consider the revenue maximization problem in social advertising, wher...
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09/03/2019
Discovering Interesting Cycles in Directed Graphs
Cycles in graphs often signify interesting processes. For example, cycli...
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03/29/2019
Query the model: precomputations for efficient inference with Bayesian Networks
We consider a setting where a Bayesian network has been built over a rel...
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09/02/2018
