2 papers
cs.LG2019
Contextual Bandits Evolving Over Finite Time
Harsh Deshpande, Vishal Jain, Sharayu Moharir
Contextual bandits have the same exploration-exploitation trade-off as standard multi-armed bandits. On adding positive externalities that decay with time, this problem becomes muc…
cs.CL2019
Stem-driven Language Models for Morphologically Rich Languages
Yash Shah, Ishan Tarunesh, Harsh Deshpande +1
Neural language models (LMs) have shown to benefit significantly from enhancing word vectors with subword-level information, especially for morphologically rich languages. This has…