Search Results for author: Akhil Gupta

Found 2 papers, 2 papers with code

How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility?

1 code implementation24 Sep 2019 Akhil Gupta, Naman Shukla, Lavanya Marla, Arinbjörn Kolbeinsson, Kartik Yellepeddi

We focus on incorporating monotonic trends, and propose a novel gradient-based point-wise loss function for enforcing partial monotonicity with deep neural networks.

Time Series Modeling for Dream Team in Fantasy Premier League

2 code implementations19 Sep 2019 Akhil Gupta

The performance of football players in English Premier League varies largely from season to season and for different teams.

Management Time Series +1

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