2 citations · 2 across the 3 of their papers we have counts for
4 papers
A Cubic-regularized Policy Newton Algorithm for Reinforcement Learning
Mizhaan Prajit Maniyar, Akash Mondal, Prashanth L. A. +1
We consider the problem of control in the setting of reinforcement learning (RL), where model information is not available. Policy gradient algorithms are a popular solution approa…
A Gradient Smoothed Functional Algorithm with Truncated Cauchy Random Perturbations for Stochastic Optimization
Akash Mondal, Prashanth L. A., Shalabh Bhatnagar
In this paper, we present a stochastic gradient algorithm for minimizing a smooth objective function that is an expectation over noisy cost samples, and only the latter are observe…
Identifying short-term interests from mobile app adoption pattern
Bharat Gaind, Nitish Varshney, Shubham Goel +1
With the increase in an average user's dependence on their mobile devices, the reliance on collecting his browsing history from mobile browsers has also increased. This browsing hi…
WASSUP? LOL : Characterizing Out-of-Vocabulary Words in Twitter
Suman Kalyan Maity, Chaitanya Sarda, Anshit Chaudhary +4
Language in social media is mostly driven by new words and spellings that are constantly entering the lexicon thereby polluting it and resulting in high deviation from the formal w…