no code implementations • 24 Jul 2023 • Amit Pande, Kunal Ghosh, Rankyung Park
We propose a recommendation system called a hierarchical PCIC model that consists of a personalized category model (PC model) and a personalized item model within categories (IC model).
no code implementations • 21 Jun 2020 • Nader Bouacida, Amit Pande, Xin Liu
In fact, we model user interface experimentation as an opportunistic bandit problem, in which the cost of exploration varies under a factor extracted from customer features.
no code implementations • 22 Nov 2019 • Amit Pande, Kai Ni, Venkataramani Kini
Recent advancements in deep neural networks for graph-structured data have led to state-of-the-art performance on recommender system benchmarks.
no code implementations • International Conference on Big Data (Big Data) 2018 • Amit Pande, Vishal Ahuja
For example, an unusual network activity such as a store transaction server logging into dropbox. com would be automatically flagged as anomalous because of the wrong feature associations for entries in the corresponding event log.