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07/30/2020
Generalization Comparison of Deep Neural Networks via Output Sensitivity
Although recent works have brought some insights into the performance im...
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11/01/2019
Learning Hawkes Processes from a Handful of Events
Learning the causal-interaction network of multivariate Hawkes processes...
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07/01/2019
Augmenting and Tuning Knowledge Graph Embeddings
Knowledge graph embeddings rank among the most successful methods for li...
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02/23/2018
An Algorithmic Framework to Control Bias in Bandit-based Personalization
Personalization is pervasive in the online space as it leads to higher e...
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12/08/2017
Stochastic Dual Coordinate Descent with Bandit Sampling
Coordinate descent methods minimize a cost function by updating a single...
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08/08/2017