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cs.LG2020★ 2 cited
Streaming Coresets for Symmetric Tensor Factorization
Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta +1
Factorizing tensors has recently become an important optimization module in a number of machine learning pipelines, especially in latent variable models. We show how to do this eff…
cs.LG2018
Discovering Topical Interactions in Text-based Cascades using Hidden Markov Hawkes Processes
Srikanta Bedathur, Indrajit Bhattacharya, Jayesh Choudhari +1
Social media conversations unfold based on complex interactions between users, topics and time. While recent models have been proposed to capture network strengths between users, u…